The musty scent of old paper filled his nostrils. Michael, sifting through his grandmother’s belongings after her passing, came across a picture. The family lore described his grandfather, a stern man, as a devoted and faithful husband. Yet, here he was, in a sepia-toned photograph, smiling intimately at a woman who wasn't his grandmother.

His jaw clenched. He felt a hot flush creep up his neck. The world seemed to tilt. The weight of his grandfather's reputation, his entire understanding of their family history, felt suddenly unbearable. He slammed the album shut, the sound echoing in the silent house.

Michael walked into the kitchen, poured a glass of water, and then immediately spilled it, the liquid spreading across the counter like a stain.

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