A sharp pain pulsed behind Daniel’s left eye. He’d been so sure, so convinced this software was revolutionary, a game-changer. His fingers fumbled with the keyboard, the code on the screen appearing alien and hateful. He’d barely slept in a week, fueled by the relentless pressure of the deadline, and now, he was confronted with the brutal reality: it already existed. A cold dread settled in his stomach, a heavy stone dragging him down. He slammed his fist on the desk, the impact reverberating through the small, cluttered room. The air felt thick, heavy, almost unbreathable.

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