The smell of carnations filled the stuffy air, a sickly sweet perfume that clung to the walls of the hospital room. He gazed at the arrangement, bright pink petals seeming to leer at him. No name. No message. He felt his jaw clench, the muscles rigid.

He ran a hand through his already disheveled hair, his gaze darting from the flowers to the sterile equipment surrounding him. The silence of the room amplified the frantic thoughts circling his mind. Was this a mistake? Was someone trying to tell him something? The uncertainty gnawed at him.

He felt a deep, pervasive sense of being watched, of being judged. He wanted to rip the flowers from the vase, to destroy the evidence of the hidden message. The unknown sender was playing games with him, and he didn't know the rules. He let out a shaky breath, then started at the faint crackle of the machine that kept him alive.

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