“Another drink?” The bartender’s voice was a distant echo, barely registering. Jessica shook her head, the ice in her glass clinking softly. The music, usually a comfort, now grated on her nerves. She’d always admired Chloe's supposed career as a fashion designer. But, last night, she’d seen Chloe, wearing a store uniform, at a clothing outlet.

Her heart felt leaden, weighed down by a burden she couldn’t quite name. She felt a profound sense of loss, a disconnection from the person she thought she knew. The warmth of the bar offered no solace, only amplifying the emptiness within.

She imagined Chloe's face, the carefully constructed confidence, the practiced smiles. It all felt like a mockery now, a betrayal of the trust she'd placed in her friend. Every memory felt contaminated, stained by deceit.

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