"Imagine," he said, his voice flat, "Someone just *taking*." Robert felt a flush creep up his neck. The offer of sharing the garden was not an offer, it was a demand. Each detail in the garden was planned, a defense against the world. Now, his carefully crafted sanctuary felt vulnerable.

He found himself clenching and unclenching his fists, the knuckles turning white. He wandered into his garden, the rows of vegetables, his life's work. It felt like walking through a minefield, each step a potential explosion. He felt suffocated, trapped. The sight of a slug on a tomato plant triggered a rush of anger. He picked it up with a shudder, the soft body squishing between his fingers.

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