The crisp autumn air bit at Clara's cheeks as she watched Ben carve the pumpkin. He remembered the crisp leaves, the cozy fire, and the perfectly roasted marshmallows. The shared Halloween memory was a Technicolor film for him. Clara, however, recalled the chill in the air, the difficulty getting the fire started, and the way her marshmallows always burned.

"That was the best Halloween ever," Ben said with a grin, holding up the carved pumpkin.

Clara felt a knot forming in her stomach. She forced a smile, her voice sounding strained. "It was... certainly memorable." She pretended to examine the pumpkin closely, avoiding Ben's eyes.

"We should do it again this year!" Ben said, his excitement practically radiating off him.

Clara nodded slowly, her gaze lingering on the discarded pumpkin guts.

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