Ethan found himself unable to focus. His stomach churned as he realized his journal was not where he left it. He tried to act normal, but a coldness spread through him, a feeling of being watched, judged. He hated the way his roommate, Jake, had a habit of putting his things away without being asked.

He stopped sharing meals with Jake, and instead, took his meals in his room. The shared space felt contaminated, tainted by the knowledge that his private thoughts had been accessed. He felt as though a light had been turned on, exposing his vulnerabilities.

He spent the evenings pacing his room, unable to settle. Sleep eluded him. He was lost in a labyrinth of suspicion and hurt, his former security replaced by a pervasive sense of violation. He hated the room.

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