The constant hammering had become a background for her. It was relentless and unrelenting. She went to the medicine cabinet and popped a couple of aspirins. She had to, to take the edge off.

She watched the construction crew from her window. They moved with purpose, oblivious to the havoc they were wreaking on her peace of mind. Her chest felt constricted. The air in her own home had become thick and heavy.

She turned away, tears welling in her eyes. It was the lack of control, the feeling of being trapped, that was getting to her. She wanted to scream, but the words wouldn't come. She sunk onto the couch and closed her eyes, wishing, praying, for silence.

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