From the moment she received the initial email, Sophia felt a constant tremor in her hands. The gallery was displaying her sculptures, casting them in bronze, selling them for exorbitant prices, and claiming them as their own. She had built these fragile shapes, delicate and ethereal. Now they felt desecrated.

She hadn't slept in days. The faces of the gallery’s patrons, their blank expressions, their superficial praise, haunted her. She saw them everywhere. She couldn’t eat, the thought of food making her stomach churn.

Her phone rang incessantly, journalists eager for a story, friends offering unwanted advice. She answered none of them. She hid herself in her apartment, the shades drawn. The sunlight felt offensive. All she felt was a deep, corrosive emptiness, a yawning abyss where her creativity had once flourished.

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