The world seemed to shrink around Chloe. She caught sight of a familiar pen mark on the cover of her journal as she walked into their shared dorm room. It was her pen. She felt a burning sensation in her throat, a silent scream trapped within. She wanted to tear the room apart.

She avoided Emily for the next few days. When they were forced to interact, she kept her responses short, her voice flat. She busied herself with studying, filling her mind with facts and figures, anything to distract her. But the images of Emily's eyes scanning her words, the words *meant* only for her, would not leave her.

One afternoon, she found herself staring at the journal in her hands. She couldn't read it. Her own words now felt alien and tainted. She started to shake, the paper rustling between her trembling fingers. She wanted to erase every word she had ever written.

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