He stared at the old pocket watch, its delicate hands frozen at the same time. The watch, his father’s, was being sold. He knew this. Still, the thought made him feel off-balance, like he was about to fall. He kept fidgeting with his thumbs. The air was too thick, too heavy.

He found himself pacing his small apartment. The sound of his own footsteps echoed in his ears. The walls seemed to be closing in on him.

He picked up a book and dropped it. He felt the need to scream, to lash out, to stop the inevitable from happening.

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