He grabbed the phone, his hand trembling as he dialled. He didn't know who else to turn to. The frustration was making him physically ill. He felt a constant clenching in his stomach, a tight band around his chest.

The dog, a goofy golden retriever, was currently sprawled across his carefully cultivated rose bushes, a scene of utter destruction. He could hear Mrs. Henderson’s laughter from next door, a high-pitched, mocking sound.

He was losing sleep, his appetite had vanished. He felt isolated, trapped in his own home. He felt like he was losing the plot.

He hung up the phone, a fresh wave of despair washing over him. The options were exhausted.

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