The card felt strangely heavy in her hand. She stared at the unsigned message, the vibrant colours mocking the drabness of her life. She wished she could take the card and the giver, and just, take them, both.

A flush crept up her neck as she considered the possibilities. A new wardrobe, a car. A house. All the things she’d always craved. She reread the message, searching for a clue, a hint, anything. She felt compelled to find the sender, to understand the potential that this card held.

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