He’d finally managed to secure the coveted concert tickets. The last two seats available, front row, were now in his grasp. The excitement was palpable. He pictured the lights, the music, the pure enjoyment. This was his reward.

“Remember that time we saw that other concert at the beach?” Leo asked, his voice eager.

He recalled that day differently. He was there, he remembered, but he couldn't remember anything about that day. He remembered the disappointment of the overpriced hot dogs and the annoyance of people getting in the way. He focused instead on the tickets in his hand.

“They're mine,” he said, his voice a low growl. The words felt like a warning, a barrier. Leo looked deflated.

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