The stark white walls of the museum seemed to close in on him. Daniel’s breath caught in his throat. His vibrant, abstract canvases were hanging, bathed in the harsh gallery lights. His name, ironically, was nowhere to be seen, replaced with the name of some unknown artist. A knot tightened in his stomach, making him feel physically ill. He leaned against a wall, trying to steady himself, and he tasted bile in his throat. He should have been ecstatic; his work was finally being exhibited. But the joy was replaced by an icy 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