He paced the length of his tiny apartment, his hands clasped behind his back. The chipped paint on the wall seemed to mock him with its indifference. The conversation with Maria earlier played on repeat in his mind. She’d described the time they’d snuck into the abandoned amusement park, the rusted Ferris wheel looming in the moonlight. She was so enthusiastic, her memory painted a picture of exhilarating escapades.

He recalled something different: the biting wind, the cold steel beneath his fingers, the oppressive silence. He recalled a feeling of profound isolation, a fear that had clawed its way up his throat. He stopped, his shoulders slumped. The disparity in their accounts left him feeling unsettled, unbalanced.

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