The news had spread like wildfire through the accounting firm: Mr. Henderson had retired. No goodbye party, no farewell speech, just a terse email. Amelia, who had been his protégé for the past five years, felt a knot tighten in her stomach. She sat at her desk, staring at the empty chair across from her. It felt impossible, like the world had tilted slightly off its axis.

She re-read the email. She wanted to understand what she had done wrong. Had she failed to reach his expectations? Had she not been helpful enough?

She opened her laptop and started to check all of her past work, looking for mistakes, for some sort of explanation. The light from the screen illuminated her face, which was pale with a mix of confusion and anger. Her fingers tapped on the keyboard with a frantic rhythm.

Emotion: jealous

Cluster: Shame / Guilt
PC1 (Valence): -0.71 Negative
PC2 (Disposition): 1.64

Role in Research

This story is one of 1,000 stories generated for the emotion jealous. 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 jealous stories, after denoising with neutral dialogue baselines, produces the jealous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the jealous vector is projected through the unembedding matrix.

Promoted:
S0.358
s0.279
envy0.277
0.274
Comparison0.267
Suppressed:
再次-0.226
再び-0.220
ilish-0.216
တစ်ခု-0.216
--0.215