The therapy session had been going on for forty minutes, and he'd yet to utter a single word to his therapist. He stared at the patterned rug, counting the threads, trying to find some semblance of order in the chaos.

His hands shook as he lifted a glass of water, spilling a few drops. The silence stretched, a taut, invisible wire. He could feel the weight of her gaze, heavy and expectant.

“It must be difficult,” she finally said, her voice soft, “to revisit those memories.” He flinched, remembering the playground, the taunts, the isolation. He felt exposed, stripped bare.

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