The chipped paint on the bedroom walls seemed to leer at Michael, a mocking reflection of his own fractured state. He wanted to lash out, to break something, anything, to release the pressure building inside. His sister, Olivia, was attempting to be organized.

He slammed his fist against the wall, the impact sending a jolt of pain through his hand, a temporary solace. He felt a constant, gnawing unease, a sense of being trapped in a maze with no exit.

"Michael, are you okay?" Olivia asked softly, her eyes filled with concern. He just stared at her, the words stuck in his throat, each inhale a struggle. The weight of his past failures, his future uncertainties, was crushing him.

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