He’d been feeling off-kilter for weeks, unable to concentrate, plagued by anxieties he couldn't name. He'd searched for therapists online, feeling a vague sense of dread with each name that popped up. Then he saw it: "Dr. Thomas Blackwood, PhD." It hit him with a physical jolt. Blackwood. The kid who'd terrorized him throughout high school.

He'd wanted to stop the appointment, to cancel it and run away from the problem, but he couldn't. He went in.

The waiting room was surprisingly vibrant. Bright artwork covered the walls. The air smelled of something vaguely herbal. But, inside, he felt frozen, rooted to the spot.

When the door opened, his throat constricted. Blackwood, older but still carrying the same commanding presence, beckoned him inside. His voice was calm, professional. "Mr. Peterson, please come in." He entered the office. His palms felt clammy, his stomach churning. He could only stare at the diplomas.

Emotion: unnerved

Cluster: Fear / Anxiety
PC1 (Valence): -2.36 Negative
PC2 (Disposition): -0.55

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.302
😣0.282
будто0.265
😖0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284