“It’s beautiful, isn’t it?” the gallery owner, Ms. Dubois, asked, her voice syrupy. Clara stared at the unauthorized installation, a vibrant, chaotic explosion of color she’d poured months of her life into. The room seemed to spin, and she felt a wave of nausea.

She wanted to scream, to smash everything. The gallery had stolen her sketches, her concepts, and now this… this mockery. She clenched her fists so tight her nails drew blood.

Clara couldn't speak, her throat constricted. She opened her mouth, but only a strangled gasp escaped. The bright lights seemed to intensify, making her skin prickle with a clammy sweat. Ms. Dubois continued to drone on, oblivious to the storm raging inside her. Clara wanted to flee, to disappear, to erase the very existence of this cursed exhibition.

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