The antique clock, perched on the mantelpiece, seemed to mock him with its steadfast ticking. His brother was adamant about selling it, citing financial difficulties. The clock, passed down from their grandfather, held a special significance, representing their heritage and familial connection.

His appetite vanished. He pushed his food around his plate, unable to swallow. His stomach churned with a mixture of anger and helplessness. He felt a constant, low-grade thrum of agitation, like a tightly wound spring.

He found himself snapping at his wife over trivial things. Her gentle attempts to console him were met with curt replies. He retreated into himself, the familiar warmth of his family home feeling increasingly cold and distant.

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