The light in the room seemed to dim. Daniel’s uncle, Peter, had just announced his intention to join the Church of Jesus Christ of Latter-day Saints. He looked at his feet, his hands clenched into fists, the nails digging into his palms.

He felt a sudden, sharp ache in his chest. He knew his parents would disapprove; their family history was interwoven with the Catholic Church. He wondered how they would cope. He imagined the family gatherings, the uncomfortable silences.

His gaze drifted to the window, the familiar view of the neighborhood suddenly feeling alien. He wanted to shout, to object, to say something, anything to stop time, but he remained rooted to his chair. He was consumed by… a feeling of dread.

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