The vibrant colors of the carnival lights assaulted Leo’s eyes. His birthday? Well, his was going to be an elegant, sophisticated gallery opening. He’d envisioned a curated atmosphere, abstract art, and tasteful conversation. This – the Ferris wheel, the cotton candy – this was a distraction, an insult. And on his day!

He felt a pulse of annoyance throb in his temple. He spotted Emily, a key contact, laughing as she won a stuffed animal. He had to remind her where the *real* party was happening. He stalked toward her, a smile plastered on his face that didn't quite reach his eyes. "Enjoying yourself?" he asked, his voice a little too loud.

Emotion: greedy

Cluster: Defiance / Spite
PC1 (Valence): 1.44 Positive
PC2 (Disposition): 2.64

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de1.148
a0.538
an0.510
or0.479
来实现0.464
Suppressed:
S-0.426
想起-0.356
久し-0.355
再次-0.354
причиной-0.342