The coffee shop buzzed with the afternoon rush. David stared at the laptop screen, the same code, the same design, the same groundbreaking concept. His mind raced, a frantic hummingbird trapped in a cage. Across the table, Sarah was closing her own laptop, a triumphant look on her face.

He’d sacrificed everything for this, the late nights, the missed social events, the dwindling savings account. And now… this. A cold sweat trickled down his back. The recognition, the funding, the prestige, all within reach. But only for one.

David swallowed hard, forcing a smile. He had to be smarter, faster. He had to win. “That’s a great project you have there,” he said, his voice a little too high.

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