The world seemed to have tilted on its axis for Olivia. She stared at the announcement email, the words blurring before her eyes. The room was spinning. Her breath caught in her throat.

She remembered the promises, the encouragement, the assurances she had been given. She felt betrayed. She wanted to scream, to break something, to release the anger and hurt that was building inside.

She forced herself to sit, and stare at the words. She would get through this. She was strong. But the knot in her stomach wouldn't release, and she felt as if the air was being sucked from the room. She was alone and her heart was broken.

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