The silence in the office was deafening. Michael found himself tapping his pen against the desk, a steady, staccato beat that echoed in the quiet. He kept adjusting his tie, pulling it slightly away from his neck.

He avoided eye contact with anyone. He hadn't slept well the night before, his dreams a jumbled mess of competing voices and demanding expectations. He felt an intense need to be busy. He found himself rearranging his desk, even straightening the already straight edges of his monitor.

Every noise seemed amplified: the click of a mouse, the muffled ring of a phone, the distant hum of the air conditioning. Each sound scraped against his nerves. He felt a bead of sweat trickle down his temple.

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