"Guten Tag, mein Schatz!" Michael nearly tripped. The words, uttered by his girlfriend, Emily, in the kitchen, were like a physical blow. He loved German, he wanted to teach it to her. He was suddenly aware of the way she held her hands, gesticulating as if she’d been speaking the language forever.

He felt a sudden, inexplicable anger.

He knew he should be proud, he should be excited. Instead, a wave of something akin to resentment washed over him. He felt as if something had been taken from him.

He would have to start over. He would have to improve his German again, to reclaim the upper hand.

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