The fluorescent lights of the office seemed to hum a discordant tune, amplifying the thrumming in Maya's chest. She meticulously arranged the pens on her desk, aligning the clips with the edge of the blotter, a task she usually found calming. Now, it felt like a futile attempt to impose order on the chaos brewing inside her. Across the room, David, her coworker, was regaling a group with a story, his voice booming with laughter.

Suddenly, David turned, his gaze landing on Maya. "Maya, did you ever go to Camp Whippoorwill?" he asked, his smile wide. Her breath hitched.

She swallowed, the action feeling like pushing a boulder up a hill. "Uh… yeah," she managed, her voice barely a whisper. The room seemed to shrink, the walls closing in.

David's eyes lit up. "No way! That's incredible! I went there every summer growing up. Did you ever do the ropes course? That thing was terrifying. Remember that counselor, Mr. Henderson? He was… intense." Maya felt a bead of sweat trickle down her temple. She fiddled with a stray paperclip, her fingers trembling. This was not how she wanted to start her day.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256