It was the lack of conversation that stung. He'd tried, once, to offer a friendly greeting. The response was a clipped nod, followed by a return to the work. It was as if his neighbor were deliberately shutting him out. He felt a deep sense of isolation, of being deliberately excluded.

His once vibrant garden seemed to lose its color, the flowers wilting under the shadow of the new wooden wall. He started to pull weeds with fierce intensity, attacking the earth with a vicious energy, a physical outlet for his rising frustration. His back ached, his hands were blistered, but he couldn't stop.

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