The text message from her friend, Sarah, read: "Did you see that the *Seahorse Cafe* is closing?! :O" A wave of heat flushed through Emily, followed by a chill. *The Seahorse Cafe*, with its ocean-themed decor and the best seafood chowder, was closing.

She'd spent countless hours there, sketching in her notebook, watching the waves crash outside the window. Sarah had never been a fan, always complaining about the fishy smell. Emily had always loved it.

Emily quickly typed back, “Yeah, unbelievable.” Then, she turned off her phone and paced around her living room, her steps quick and agitated. The thought of all those happy memories, the taste of the chowder she'd taken for granted, now vanishing, filled her with a strange, sharp ache.

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