The phone slipped from his numb fingers, clattering onto the hardwood floor. Mark didn’t move. The voice on the other end, so cheerful moments ago, now felt like a cruel taunt. He had envisioned this scholarship as a stepping stone, a foundation for his future. Now, the ground felt unstable beneath his feet. He stared at the cracked screen, a perfect representation of his shattered aspirations.

He remained frozen in place, the silence amplifying the thudding of his heart in his ears. Every breath was a struggle. Slowly, he pushed himself up, his legs heavy and unresponsive. He needed to tell his parents, to face their disappointment. The thought felt like a physical blow. He walked to the window, the world outside appearing muted and distant.

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