The tiny, cramped apartment felt even smaller now. Lena watched as Ben effortlessly navigated a conversation with her parents in Mandarin. The melodic flow of the language, previously reserved for family, now flowed between Ben and her parents. He was making them laugh.

She felt a flush of heat and, an uncomfortable twisting in her stomach.

She thought of the years she had spent, the long distance calls, the hours of instruction. He was so quick, so adept.

She quickly left the room. She was irritated, and she struggled to find an explanation for the tightness in her chest.

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