The office air felt stale, the fluorescent lights humming a maddening tune. Amelia forced a smile for her boss, a practiced effort that felt brittle and fake. Her voice wavered when she tried to give her pitch about her new water filtration system. The competing patent, a cruel mockery of her work, sat on the desk like a death sentence.

Her palms felt slick. She fidgeted with the pen, clicking it on and off, the sound a staccato rhythm against the silence. Her vision seemed to narrow, focusing solely on the harsh glare of the document. She felt trapped in the moment, the walls closing in, suffocating her.

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