The bright sunlight streaming through the window seemed to mock Alex. The eviction notice, creased and crumpled from being clutched in his hand, lay on the table. He stood up, pacing the small apartment. Each step was tight, jerky.

He felt a tightness in his throat, and he swallowed hard, trying to dislodge the feeling. He glanced at the overflowing ashtray on the table. He hadn't been smoking this much in months. He knew that this was a bad sign.

His mind was a tangled mess. He couldn't focus on anything. He needed to get out, to escape this small room that now felt like a cage. He grabbed his coat, his hands fumbling with the buttons. He needed air, space, a chance to breathe, even if it was only for a moment.

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