The simple act of breathing had become a struggle. He sat in the chair, unable to focus on anything. The air felt thick, making it difficult to pull oxygen into his lungs. He wanted to rip the world away, but felt paralyzed.

The news, a crushing weight, had stolen his joy. The author, who had inspired him to write, now became a symbol of betrayal. Every word she had written, every carefully crafted sentence, now felt like a calculated deception. He began to weep.

His apartment, once a sanctuary, now felt like a cage. He couldn’t bring himself to move, to speak, to do anything. He was a statue, frozen in place, a monument to his own disappointment.

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