Rain lashed against the attic window, mirroring the chaotic dance inside Elias. He ripped through the brittle parchment, his breath hitching with each revelation. His sister, Clara, got the estate, the sprawling manor house and all its holdings. He? A collection of antique music boxes, each wound with a melody that now seemed to taunt him with their delicate beauty. He slammed his fist on the dust-covered table, the gesture echoing the hollow ache in his chest. “Worthless,” he spat, the word a venomous whisper in the gloom. He paced, the worn floorboards groaning under his frantic steps, each footfall a hammer blow against the silence.

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