The “F” on Robert's music theory quiz was a punch to the gut. He'd invested his time, not in understanding the music itself, but in calculating the money he'd earn as a world-famous composer. He could almost hear the applause, see the luxury. Now, it was all vanishing. His breath hitched in his throat.

He approached the instructor, a simmering rage building within him. He saw him as naive, as someone who didn't understand the real possibilities, and therefore the real loss that was occurring.

“You’re wrong,” he accused, his voice trembling with barely suppressed fury. The grade was an assault on his future, on everything he desired.

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