The artist, Clara, felt a strange kind of pressure building inside her chest. The tattoo was all over social media. People were using *her* work, “Dancing Fireflies,” on their own bodies. It was a bizarre, bewildering experience.

She hated the fact that she couldn't control it. She couldn’t control this feeling of invasion. Her usual jovial disposition was gone, replaced by an unsettling agitation.

She went to a crowded café, just to be around people, to distract herself. But the noise, the chatter, the laughter – it all grated on her nerves. She felt a profound sense of isolation.

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