He'd spent weeks, months, perfecting the code. The program was his baby, his creation, and now it was being touted as the work of the company's CEO, complete with a hefty bonus and accolades he would never receive. He sat there in his cubicle, the flickering screen reflecting the hollowness he felt inside.

He skipped lunch. The usual chatter of his coworkers grated on his nerves. He felt a constant, low-grade thrum of anxiety, a buzzing beneath his skin that wouldn't dissipate. He found himself avoiding eye contact, keeping his head down, trying to become invisible.

He began leaving work earlier and earlier, the city streets becoming a blur as he walked. He found himself drawn to the dark, deserted alleys, the shadows somehow seeming to offer a strange comfort. He started smoking again, the acrid smoke a momentary distraction from the gnawing emptiness.

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