The radio blared the familiar jingle, "Grandma Betty's Biscuits, the taste of home!" Sarah switched off the radio, the silence providing no comfort. She felt a burning sensation in her stomach. That was her grandmother's biscuit recipe, the one she had painstakingly written out, the one she had shared with her Aunt Betty years ago.

She threw her phone across the room. She felt a strange buzzing in her ears. She wanted to scream. She walked to the window and slammed her fists on the glass. The glass didn't break, and the pressure within her remained. She felt as though something precious had been stolen, not just a recipe, but a piece of herself.

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