He found the invitation tucked between the pages of a forgotten novel. The scent of old paper and dust filled the air, a familiar comfort that was now ruined. Michael felt his throat constrict. He tossed the book onto the floor, the pages fluttering open. He paced the length of his small apartment, his steps agitated, until finally, he stopped at the window. He stared at the city lights, a glittering tapestry of lives he didn't share. He clutched his chest, trying to regulate his breathing, the invitation still taunting him in his peripheral vision.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290