The concert was supposed to be romantic, the culmination of weeks of planning. Liam had spent a fortune on the tickets, painstakingly researched the band, and curated the playlist. Now, from his seat in the orchestra, he watched *him* laughing, whispering, and holding hands with someone else in the balcony.

His hands shook. He had worked so hard to impress him, to show him how much he cared. The music felt hollow, the atmosphere suffocating. All the work, all the planning, seemed to be for nothing.

A wave of bitter cold washed over him. He felt exposed, foolish, and deeply, deeply wronged. He wanted to scream. He wanted to tear down everything. Instead, he just sat there, watching them, feeling his world slowly crumble.

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