The gala was a blur of forced smiles and strained conversation. The fundraiser was for their shared condition, and he was expected to participate. He watched, from the corner of the room, as the other patients mingled with the guests, their laughter and their bright clothes filling him with a sense of…suffocation. He recognized one woman from their support group. She was telling jokes.

He felt the familiar thrumming in his chest. He reached for a glass of water, his hand shaking. They all seemed so happy, so…normal. His own life was a constant battle, a never-ending cycle of pain and fatigue. He wanted to vanish, to disappear into the shadows. He stayed in the corner, nursing his drink, feeling isolated and resentful.

Emotion: envious

Cluster: Shame / Guilt
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 1.58

Role in Research

This story is one of 1,000 stories generated for the emotion envious. 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 envious stories, after denoising with neutral dialogue baselines, produces the envious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the envious vector is projected through the unembedding matrix.

Promoted:
S0.550
H0.431
B0.406
L0.403
envy0.365
Suppressed:
再び-0.262
мед-0.258
再次-0.246
own-0.239
พร้อม-0.231