The news arrived in a flurry of emails and social media notifications. A celebrity, with his watercolor piece, “Ephemeral Dreams,” now emblazoned across her back. Sarah felt a crushing weight settle in her chest.

She had spent months on that painting, chasing a particular light, a particular feeling. Now, it was…tasteless. She slammed her fist against her desk, the wood vibrating beneath her palm. The air in her studio, usually vibrant with the scent of turpentine and linseed oil, felt thick, stagnant.

She couldn't bring herself to pick up a brush. The colors seemed muted, the inspiration gone. Every brushstroke felt like a betrayal. She felt a profound sense of loss.

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