Ryan was cleaning the apartment, a frantic, almost desperate attempt at order. He scrubbed the kitchen counters, dusted the bookshelves, rearranged the cushions on the sofa. Anything to occupy his hands, anything to stop himself from thinking. He and Mark had both interviewed for the graphic design position.

He scrubbed furiously at a smudge on the window. The world outside seemed distant, unreal. He felt a constant sense of unease, a jitteriness that wouldn't go away.

He stopped, abruptly, and leaned against the sink, his breath coming in ragged gasps. The phone rang, startling him. He stared at it, unable to move.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228