The weight of the unopened boxes sat like a physical burden in his rented room. He paced, the small space feeling smaller with each stride. He ran a hand through his hair, tugging at the strands as if he could unravel the tension that coursed through him.

His phone buzzed, a text from his mother, asking if he was comfortable. He stared at the message, a wave of guilt washing over him. Comfortable? He felt anything but. He wanted to scream, to lash out, to disappear.

He walked over to the window, the city lights blurring through the rain-streaked glass. The world outside felt so distant, so far away. He was trapped, and the walls were closing in.

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