The paper, tucked behind a cookbook, felt heavy in her hands. She recognized the handwriting; her husband, Mark. The document, a detailed investment portfolio, confirmed her growing suspicion. A second account, overflowing with money. Eleanor felt her breath catch.

She sat heavily on the kitchen chair, the wood cool against her skin. The smell of the simmering pot roast, usually comforting, now turned her stomach. This wasn't about the money. This was about the secrecy.

The room seemed to spin around her. Her eyes darted from object to object, as if searching for an escape. She needed to get out, away from the suffocating presence of this hidden truth. Grabbing her car keys, she fled the house, the front door slamming shut behind her with a resounding crash.

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