The fluorescent lights of the office hummed, a soundtrack to Amelia's mounting unease. Across the cramped cubicle farm, Mark was regaling a small group with a story, his laughter booming. It was about camp, specifically Camp Wisteria, a place Amelia had cherished in her youth. Now, the mention of it twisted something inside her.

She fiddled with her stapler, its cold metal a poor comfort. Mark was animated, gesturing wildly as he recounted a particularly hilarious canoe incident. Amelia bit the inside of her cheek. Why was it always him that things like this happened to?

"And then, get this," Mark continued, "the counselor, old Mr. Henderson, he..." Amelia tuned out, her gaze fixed on the blank screen of her computer. The cheerful chatter felt like a pinprick, each anecdote a reminder of a summer she thought was special, now somehow diminished by his presence.

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