The gallery's pristine white walls seemed to press in on Elias. He hadn’t slept properly in days, haunted by the digital exhibition that now bore his name, his stolen art. Each click of his worn leather shoes on the polished floor echoed in his ears, a mocking metronome keeping time with his unease. He swallowed hard, the bile rising in his throat. This wasn't supposed to happen. He was supposed to be in control.

He ran a hand through his already disheveled hair, feeling the rough texture against his scalp. He felt a desperate need to rip the posters off the walls, tear the website down. But he stood rooted to the spot, a spectator at his own demise. He felt a creeping paralysis, a sense of helplessness he’d never encountered.

A woman approached, a catalogue in hand, and began praising the “bold use of color” in his work. He forced a smile, the muscles in his face protesting. Her words grated on him. It was a fraud, a lie, built on his pain. He excused himself, his voice sounding thin and reedy even to his own ears. He felt a constant knot tightening his chest, making each breath a struggle.

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