The meeting ended, and the information hung in the air like a noxious gas. Carol's head spun. Newcomer, Liam, was pulling in five grand more than she was. Five grand! She felt a shiver run down her spine.

She focused on the spreadsheets, the numbers blurring before her eyes. The ache in her neck grew, radiating down into her shoulders. It was a physical manifestation of her dissatisfaction.

She forced a tight smile and walked past Liam’s desk, her voice clipped, “Good work on the presentation, Liam.” The words tasted like ash. She needed to reassess, renegotiate, demand.

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