The waiting room was sterile, the air thick with the faint scent of disinfectant and forced calm. Amelia tapped her foot, the staccato rhythm a counterpoint to the hushed murmurs around her. She'd been feeling off-kilter all week, a knot of unease twisting in her stomach. Now, staring at the name on the door – "Dr. Marcus Bellweather, Therapist" – a fresh wave of agitation washed over her. *Bellweather?* It was, undeniably, *him*. The very person who’d made her life a living hell in elementary school.

She considered fleeing, but the thought of rebooking, of admitting defeat, was even less palatable. She sighed, pushing open the door.

The office was a study in beige. Marcus, older now, with a carefully trimmed beard and a warm, inviting smile, gestured towards a plush armchair. "Amelia, right? Please, have a seat." The way his eyes crinkled at the corners, that familiar, too-knowing look, almost made her choke. She sat, ramrod straight, her jaw clenched.

“So,” he began, his voice smooth and professional, “What brings you here today?” Amelia crossed her arms. *As if he didn't already know,* she thought.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217