The silence in the room was a palpable thing, a weight pressing down on her chest. Linda sat across from Mr. Chen, the lawyer, the details of the neighbor's proposal laid out before her. The legal jargon swam before her eyes.

She fiddled with the pen, clicking it repeatedly, the sound a frantic metronome in the stillness. The thought of signing something, of committing to a decision, felt like a physical burden. Her breath came in short, shallow gasps.

The air grew thin, and she found herself struggling to focus on the words, each sentence a separate thread she had to pull to understand. She pushed the papers away, unable to meet Mr. Chen's patient gaze. She needed to escape.

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