Her stomach twisted into a tight knot. The word "postponed" felt like a cruel joke. Canceled. That’s what it really was. She ran a hand through her hair, tugging at the strands. She had envisioned the party a thousand times. The music. The dancing. The compliments.

She was going to be the center of attention. She had even bought a new dress. Now, it just hung in the closet, a sad, shimmering reminder of what wouldn’t be.

She turned on the television, aimlessly flipping through channels. She saw a commercial for a lavish gala, the people dressed to the nines. She slammed the remote down, the plastic cracking under the force. She wanted to be there. She wanted to be the star.

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