He paces the living room, the Persian rug feeling rough beneath his bare feet. The grandfather clock in the hallway, once a comforting presence, now seems to tick with a malevolent rhythm, each second a hammer blow against his skull. His sister wants to sell their grandfather’s watch – a gold pocket watch passed down through generations.

A tremor ran through his hands as he picked up the phone. His sister's cheerful voice, a constant background noise to his life, grated on him today. He had to stop her. He had to convince her. But the words stuck in his throat, choked by an invisible hand.

He slammed the phone down. The sound echoed in his ears, a stark reminder of his helplessness. He felt pinned down, like a butterfly under a pinning board. The watch was a piece of him, a tangible link to a past he couldn’t bear to lose.

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