He’d almost fainted when he opened the email. The carefully worded rejection, the gentle phrases of polite regret, did little to soothe the rage that simmered beneath his skin. Charles had imagined the lavish parties, the interviews, the sheer power that would come with his success. Now it was all gone.

He ran a hand through his hair, tugging at the strands. The words of the rejection letter echoed in his mind, each one a hammer blow against his fragile ego. The apartment seemed smaller, the walls closing in. He needed to escape, to breathe.

He stormed out, needing something to take the edge off. He envisioned himself in a fancy car, driving at high speed, a blur of a life that he couldn't have. He would prove them wrong. He would.

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