The fluorescent lights in the elevator hummed, a shrill, grating sound that seemed to bore directly into Michael's skull. He tapped his foot, a rapid staccato against the cold metal floor. Three hours. Three hours he’d been trapped with Brenda, his supervisor. He glanced at her, taking in her unnaturally calm demeanor.

“So, Brenda,” he began, his voice tight, “you think they know we’re here yet?” He crossed his arms, the action a rigid gesture of defensiveness.

Brenda, ever the optimist, chirped, "Oh, I'm sure someone will find us soon. Just a small glitch, probably." Michael rolled his eyes, a silent, internal scream. The stale air grew thicker with each passing minute, making his skin prickle uncomfortably. He shifted his weight, longing for the freedom of his desk.

Emotion: annoyed

Cluster: Anger / Hostility
PC1 (Valence): -0.59 Negative
PC2 (Disposition): 1.27

Role in Research

This story is one of 1,000 stories generated for the emotion annoyed. 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 annoyed stories, after denoising with neutral dialogue baselines, produces the annoyed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
l0.376
😠0.251
0.249
🤬0.245
fucking0.239
Suppressed:
own-0.352
渗透-0.251
gradually-0.234
unfolding-0.226
超越-0.224