"Just a little space..." the words mocked her. Clara sat in the rocking chair, her knuckles white as she gripped the wooden arms. The garden, her oasis, now seemed threatened, a fragile thing exposed. She was alone, isolated.

She imagined the neighbor's plants, her intrusive presence. She felt a burning sensation in her throat. She closed her eyes, images of invasion and chaos swirling behind her eyelids. The rhythmic creak of the rocker was the only thing holding her together, a fragile tether to sanity.

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