He stared at the document, the faded ink seeming to writhe before his eyes. It was his mother's, a draft of a letter she'd never sent. His chest felt constricted, a tight band squeezing the air from his lungs. The yellowed paper crackled as he lifted it, the words echoing in his mind: *"...unjustly accused... undermining his authority... malicious gossip..."* She had never said these things, not to him, not to anyone.

He slammed his hand on the desk, rattling the dusty lamp. Years he'd spent defending her, remembering her as a stalwart figure, betrayed. The revelation now felt like a punch to the gut. The room spun around him. He felt hot, then cold, then hot again. He needed air, needed to be away from the stifling confines of this cluttered office. He stood up, knocking over his chair. The sound was swallowed by the silence of the room.

He found himself pacing, unable to remain still, the draft letter balled tightly in his fist. Images of his mother’s face – her smile, her strength – flickered in his memory, each a cruel reminder of the truth he now had to face. The truth of her pain, hidden, buried deep.

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