The smell of popcorn and stale beer hung heavy in the air. Mark watched as Daniel recounted the legendary concert, gesturing wildly. Daniel remembered the mosh pit, the soaring guitar solos, the shared exhilaration. Mark, on the other hand, recalled the discomfort of the overcrowded venue, the difficulty hearing the music, and the crushing feeling of being pushed around.

“Dude, the best night of my life!” Daniel exclaimed, slapping Mark on the back.

Mark winced slightly, the impact jarring him. He took a long swig of his beer, the bitterness a familiar sensation. “Yeah, it was… loud.”

Daniel launched into a detailed description of the encore, a moment Mark barely remembered. Mark stared at his hands, feeling a strange tightness in his jaw.

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