He slammed the door, the sound a brutal punctuation mark on the email’s devastating message. His carefully constructed plans, the hours spent booking the venue, the secret conversations – all for nothing. A knot of frustration tightened in his stomach, making him want to scream.

His breath hitched in his throat, a shallow, ragged gasp. He kicked a discarded pizza box across the room, the flimsy cardboard doing little to release his pent-up energy. He ran a hand through his hair, the gesture pulling at his scalp as if trying to rip out the source of his turmoil.

He paced the length of his living room, his steps frantic and erratic. The silence of the apartment pressed down on him, amplifying the internal cacophony. He felt a phantom weight on his shoulders, a crushing burden he couldn't name.

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