He found himself pacing the living room, the Persian rug he’d inherited from his grandmother feeling strangely rough under his feet. The constant drone of the aquarium filter, a comforting hum for years, now grated on his nerves. His daughter, Chloe, was now completely immersed in competitive fishkeeping, filling the house with tanks of meticulously arranged aquatic landscapes. Every detail of her day revolved around pH levels and substrate, leaving little room for conversation beyond the merits of neon tetras. The water bubbled, a mocking gurgle, each bubble a tiny, irritating bubble of her success.

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