The photo album felt heavy in her hands, each page a fresh wound. She carefully opened it. The pictures showed a different world, a different life. She remembered taking the pictures, laughing, feeling the weight of the camera in her hands. Now, they were meaningless.

She flipped through the album. The old house. The shared adventures. The time they spent together. Her friend, now a successful businesswoman, had no memory of any of it. Her success. Her life. Everything.

She placed the album on the table. A wave of exhaustion washed over her. She got up and left the room, leaving the memories where they belonged, in the past.

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