The fluorescent lights of the accounting department seemed to hum a mocking tune. Arthur stared at the spreadsheets, his vision blurring. He'd been moved from the creative team, a place of vibrant brainstorming sessions, to this sterile, number-crunching hell. His stomach churned with a constant, unfamiliar anxiety.

He slammed his fist on the desk, startling the woman across from him, Mrs. Gable. She jumped, her spectacles askew. "Everything alright, dear?" she asked, her voice a saccharine drone. Arthur just grunted and ran a hand through his already disheveled hair, the ends of it grazing his eyes.

Later, he found himself wandering the halls, aimlessly. The vibrant posters and colorful furniture of his former department were now just a memory. He found himself standing outside the door, hesitating. He could hear their laughter, but he turned away before he could be seen, the hallway suddenly appearing longer than ever before.

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