The hammering started before dawn. It was a rhythmic, insistent beat that clawed its way into Eleanor's dreams, transforming the sweetness of sleep into a restless unease. She slammed a pillow over her head, but the sound seemed to amplify, echoing through her skull. Finally, she threw off the covers and stalked to the window, her jaw tight. Mr. Henderson, next door, was already hard at work, his back a rigid silhouette against the rising sun. A fence. Of course, a fence. Another barrier.

She made coffee, but the bitterness couldn’t quell the churning in her stomach. Every clack of the hammer was a fresh jab, a tiny arrow aimed at the fragile peace she had so painstakingly cultivated in her small garden. She imagined herself screaming, but the sound wouldn't come. Instead, she paced, hands wringing, the silence inside her house a constant, heavy presence.

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