"Konnichiwa, darling!" The phrase, spoken by his wife, Rachel, felt like a deliberate jab. David had been obsessed with Japanese culture since he was a child, and now, suddenly, she understood it too. They were supposed to share this love, it was something to bond over.

He felt the muscles in his jaw clench.

He saw her laughing and interacting with his sister, in a way he had not been able to do, since they had met.

He abruptly changed the subject, steering the conversation towards something mundane, something he controlled.

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