"Are you serious?" Michael barked, his voice cracking with disbelief. He stared at the email, the stark words on the screen vibrating in his vision. The company, his life, his identity, about to be dissolved. He felt a cold fist constricting around his heart.

He stumbled to the break room, grabbing a coffee that he didn't want, his hands trembling as he filled the cup. The smell of the bitter brew did nothing to soothe the tightness in his chest. Each sip felt like swallowing gravel.

He’d put in years, bled for this company. He’d sacrificed time with his family, poured his soul into every project. And now, this. The injustice of it all burned in his gut, leaving him empty and hollow.

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