The artwork, the colors, the emotion poured into her piece - now being praised as a masterpiece by another artist. Sophia had submitted it for a competition, her heart full of hope. The notification had come, but not as expected. She’d tried calling the gallery, but it was to no avail.

She threw herself on her bed. Her whole body felt heavy, as if weighted down by invisible chains. The room felt stifling. Her breaths were short and shallow. She closed her eyes, trying to block out the world.

She pushed herself to the easel. The canvas stared back at her blankly. She couldn't bring herself to pick up a brush. The colors, which once ignited a fire within her, now seemed muted, lifeless. She felt drained, as if her creative well had run dry.

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