He stared at the hospital ceiling, the sterile white a harsh contrast to the turmoil within. The beeping of the machines had become a soundtrack to his growing distress. He gripped the edge of the bed. He needed something to fill the long hours, to keep the demons at bay. He reached for the paperback he had grabbed in haste before leaving home.

As he flipped through the chapters, a pressed flower, its color leached by time, fell free. Beneath it, a note, scribbled in a shaky hand, read: "I'm sorry." The simple words, and the image of the fading bloom, filled him with a desolate ache.

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