He paced the confines of his small bedroom, the rejection notification a weight in his pocket. A wave of resentment washed over him. He had dedicated himself, sacrificing his free time, working tirelessly to achieve his goals.

The thought of others celebrating their success, while he remained stuck, filled him with an uncomfortable feeling. He imagined them flaunting their financial freedom.

He had no intention of settling for second best. This setback would not stop him from securing what he felt he was owed. He would find a way to get what he wanted.

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