The clicking of keyboards filled the office. Sarah, the trainee, was eager to learn, and that irritated Mark.

“Okay, so for the budget reports…” Mark said, drawing out the words. “It’s important to understand the… overall process.” He skipped over crucial formulas, claiming they were “complex and not strictly necessary.”

He kept all the extra tips to himself. He would drag out the training for as long as he could, taking pleasure in the young woman's floundering. The thought of losing his position fueled a quiet resentment that burned at him.

He felt a sudden, sharp need to win. To stay.

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