The sterile smell of the hospital now made Eleanor’s stomach churn. She had gone back to the hospital, demanding answers. The administrator had been polite, apologetic, but the explanations were a jumble of bureaucracy and jargon. She found herself yelling, her voice cracking with a tension she couldn't contain.

Her hands were constantly fidgeting, picking at the loose threads of her sweater. She couldn't sit still, pacing the small apartment. The walls seemed to be closing in, the air thick and heavy. Sleep evaded her, each closed-eye moment a minefield of frightening scenarios.

She stared at her reflection in the bathroom mirror, scrutinizing her features, looking for signs of the stranger whose medical history was now inextricably linked to her own. The woman staring back seemed unfamiliar, her eyes wide, haunted.

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