He stared at the email, the screen blurring with unshed tears. The carefully crafted words of the rejection felt like a personal insult. He stood abruptly, knocking his chair backwards. He felt a hot, unpleasant feeling rising in his chest. A wave of frustration washed over him.

He kicked at the desk, the impact sending a jolt of pain up his leg. He needed air, needed to get away from the confined space. He stumbled out of the room and headed for the street, his mind a swirling vortex of disappointment and regret. The world outside seemed distant, muffled.

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