He stared at the blank canvas, his hands trembling. His sister, Esme, became the owner of their father’s art gallery, showcasing the works of some of the most prominent artists. He, Julian, was given the artist's studio, complete with brushes, paints, and easels. The pressure, the weight of expectation, the shadow of his father’s legacy, pressed down on him. He felt pinned to the spot, a moth against a flickering flame. He wanted to scream. He wanted to be anywhere but here. He sat at the stool, and closed his eyes.

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