The attic’s stale, musty air seemed to choke Leo. He’d found his grandfather’s letter, a searing indictment of the family business. It was years after his death, a secret kept from him and his father: *"...mismanagement... blatant disregard for the workers... a betrayal of the family name..."* He felt a knot tighten in his gut.

He ran a hand through his hair, dislodging dust and cobwebs. He felt a deep unease, a gnawing feeling of being untethered, uncertain. His grandfather, the man he'd idealized, a hero, was now revealed as something else entirely. The floorboards creaked beneath his feet.

He began to pace the confined space, the letter a crumpled ball in his hand. The words echoed, each phrase a hammer blow against his sanity. He couldn't shake the image of his grandfather’s face, etched in his memory, now tainted, forever changed. He opened the window, the fresh air doing little to ease the feeling of claustrophobia that suddenly gripped him.

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