The fluorescent lights of the office seemed to hum a mocking tune, a constant reminder of the hours stretching before him. He kept his jaw clenched, the muscles in his face rigid as he showed the new hire, a fresh-faced kid barely out of college, how to navigate the company’s archaic software. Each click, each keystroke, felt like a deliberate blow to his gut.

He found himself snapping at the slightest misstep, his voice tight and sharp. He knew he was being difficult, that it wasn't the trainee's fault, but the resentment, a bitter knot in his stomach, made him lash out. He ran a hand through his thinning hair, trying to calm the racing thoughts that threatened to spill out into a chaotic mess of words.

Later, he watched the younger man work, his enthusiasm bright and irritating. He felt a throbbing ache behind his eyes, a pressure that squeezed his temples. He excused himself to go to the bathroom and splashed cold water on his face, staring at his reflection, the lines etched deep around his eyes, the weariness that seemed to cling to 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