It was a small parcel, almost insignificant, but the name on the front – "Ms. Vivian Hayes" – felt like a hammer blow. The woman who had lived here, the woman who had… what had she done? What secrets had she carried? It was a question that plagued her, that kept her awake at night, tossing and turning in a bed that felt both too big and too small.

He’d almost managed to forget. The package, however, was a constant reminder.

The shadows seemed to stretch and twist, filling the corners of the room with unsettling shapes. The air grew thick, heavy with an unspoken dread. Her skin crawled.

She picked up the phone, and called the authorities.

Emotion: tormented

Cluster: Fear / Anxiety
PC1 (Valence): -3.33 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion tormented. 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 tormented stories, after denoising with neutral dialogue baselines, produces the tormented emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the tormented vector is projected through the unembedding matrix.

Promoted:
无法0.406
😞0.399
每一次0.378
無法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354