The lump in his chest felt like a brick. He kept clearing his throat, hoping it would dislodge itself. He watched Mark pack the last box, his movements efficient and methodical. The movers were due in an hour. James found himself walking around the apartment, touching things: the worn handle of the fridge, the chipped corner of the bookshelf, the framed photo of them at the beach, their faces beaming.

He felt the sudden urge to run, to escape the tightening confines of the room. He needed air. He mumbled something about grabbing a quick walk, a pathetic excuse that hung in the air.

He stepped outside, the late afternoon sun felt cold on his skin. He started to walk. Fast.

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