The lilies sat on the mahogany desk, their pristine white blooms a stark contrast to the gloom of the office. He stared at the arrangement, a knot forming in his stomach. No card. He knew he'd made enemies.

He ran a hand across his forehead, a cold sweat beading on his skin. He couldn't shake the feeling of being watched, of being judged. Every phone call, every email, felt like a threat. The flowers, an anonymous gesture, were a symbol of impending doom.

He leaned back in his chair, his breath coming in shallow gasps. He wanted to scream, to lash out, to stop the feeling of being suffocated. The beauty of the lilies only emphasized the darkness closing in around him. He felt utterly and completely exposed.

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