"Did you... did you read my journal?" Alex asked, his voice barely a whisper. Maria, his roommate, just shrugged, a casual gesture that felt like a punch to the gut. The air in the room thickened, making it hard to breathe. He felt a cold dread crawl up his spine.

The atmosphere in their room became oppressive. Alex found himself constantly on edge, jumping at every sound. He started to hide his emotions, afraid of what Maria might glean from his behavior. He found it difficult to look at her, a constant reminder of his vulnerability.

He retreated into himself, spending hours in the library, seeking solace in the silence and solitude. The words in his journal, once a source of comfort, now felt like a dangerous weapon, turned against him. He was a prisoner in his own home.

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