The coach’s words sliced through the air. “You’re moving from outside linebacker to defensive tackle.” The words seemed to hang in the air for an eternity. David, a linebacker, felt the familiar prickle of anticipation crawl up his spine. The stats of a defensive tackle were higher, the rewards greater. He could see all the futures he was meant to have.

He looked at the coach, and then at the other players on the field. He felt his hands begin to sweat. He had worked so hard to get to where he was, and now, a new opportunity? He would have to work harder, that was all.

He cleared his throat. “I'll do it,” he said, his voice low, his gaze fixed on the potential rewards, the allure of even more.

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