She couldn't focus. Reports sat unfinished, emails went unanswered. The pressure to succeed felt crushing. Every task became an insurmountable mountain. Each moment became a test she was doomed to fail.

The office had become a battlefield. She felt every glance, every whispered conversation as a betrayal. She’d catch herself staring at the clock, each tick echoing the rapid pounding of her heart.

She found herself avoiding her partner. The comfort they offered once had become a source of irritation. The simple act of conversation, so easy before, had become a challenge. She could barely manage a pleasant greeting.

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