He stared out the window, watching the rain blur the city lights. He felt a deep, aching sadness. "The Rusty Spoon" had been his refuge, a place where he could unwind after a long day. Now, it was… nothing.

He picked up a framed photograph from the table: himself, laughing, with the owner of the restaurant. He gripped the frame tightly, as if he could somehow hold onto the memories. The glass felt cold against his skin.

He felt a sob rising in his chest. He pushed it back down, refusing to give in. He was angry, though he couldn't put his finger on the cause. He felt betrayed, cheated, as if something precious had been stolen from him. The rain outside seemed to mirror his internal deluge.

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