The scent of lavender candles usually soothed Finn, but tonight, it only heightened his agitation. He paced the living room, a restless lion in a cramped cage. The gentle crackle of the fireplace, a sound he normally loved, grated on his nerves. Chloe, his roommate, had been talking about getting a dog for days.

Each time she mentioned it, his chest clenched. He envisioned the muddy paw prints, the incessant barking, the utter disruption of his carefully curated routine. He hated the thought of his peace being shattered.

He clenched his fists, struggling to keep his voice steady when he eventually spoke. "Chloe, we've been over this," he started, his voice a low growl. His eyes darted around the room, searching for an escape.

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