Rain lashed against the windows, mirroring the tempest inside Leo. He shoved another handful of chips into his mouth, the salty crunch doing nothing to soothe the knot in his stomach. The invitation sat on the kitchen counter, bright and cheerful, a cruel taunt. Liam's party. Laser tag. Leo had sworn he wouldn't go, not after... He abruptly stood, pacing the small apartment.

His phone buzzed. A reminder: Maya's party. Pottery painting. He'd been looking forward to it. Now, the thought of her smiling face, the gentle clinking of ceramic against ceramic, felt like an accusation. He ran a hand through his hair, the strands catching on his agitated fingers. He wanted to scream.

Leo grabbed his coat, slamming the door behind him. The wind fought him as he walked down the street. It was as if every part of the world was conspiring to make him choose. To force him to hurt someone.

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