The air conditioning in the office seemed to blast a chill directly onto Emily. Across the room, Ben was laughing, a sound that grated on her. They were talking about Camp Sequoia, the place Emily had held dear since she was a little girl. Now, the mere mention of it felt…wrong.

She forced a smile, nodding at what Ben said. He was describing a legendary scavenger hunt, a task Emily remembered fondly. But his voice, his ease, his ability to tell the story with such gusto…it felt like a theft.

Emily busied herself with rearranging her pens. The vibrant colours seemed to mock her. The summer camp stories that were once hers alone had become common property, and she couldn't stand it.

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