The antique shop owner had practically forced the book on her, calling it a "charming little volume." Clara had bought it out of politeness, really. Now, holding the slim volume of poetry, a tiny, perfectly preserved letter fell free. It was addressed to "My Dearest Elias," a lover of the past.

She read the words, the sweet, flowery language of adoration. She pictured the romance, the intimacy, the connection. She felt a pang, a sudden hollowness, as if the air had been sucked from the room. Her own relationships… well, they were fine, she supposed. Predictable, maybe. Safe.

Clara tossed the letter back into the book, a little harder than necessary. She imagined Elias, the recipient of such passionate words, and felt a tiny sting of… something. She quickly set the book down and moved on to the next display, trying to ignore the way her own life suddenly felt faded and lacking.

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