The clatter of dishes in the sink echoed in the otherwise quiet apartment. It was late, but the dishes needed to be done. He'd been on the phone again, hidden away in the office. David was very careful, and yet, she still knew.

She swirled the water, the steam creating a temporary fog over her face. She felt an ache behind her eyes, the familiar pressure of unshed tears. Was it her imagination? She scrubbed harder, the sound of the brush against the ceramic filling the void.

She sat at the kitchen table, her hands clasped tightly together. Every creak of the floorboards, every rustle of the wind outside the window, amplified the silence. She closed her eyes, trying to block out the images that had begun to consume her.

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