The university’s rejection letter was a slap across the face. Clara felt a hot rush of anger. The scholarship money had been her ticket to the life she craved, a life separate from her upbringing. Now it was ripped away.

She pictured the lavish campus, the well-dressed students, the social events she would never be able to afford. A knot of dissatisfaction formed in her throat. She imagined the recipients of the scholarship, probably spoiled and entitled.

She slammed the letter down, her vision clouding with an unfamiliar heat. Her plan, that carefully constructed pathway to achievement, felt as if it had been stolen. She would find a way to get what she deserved, one way or another.

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