The scent of fresh coffee did little to soothe Brenda’s fraying nerves. She had spent the last decade building relationships with key clients, relationships she now had to hand over to Emily, the newbie.

“So, with Mr. Henderson,” Brenda began, her voice unusually clipped, “it’s all about the golf. And the cigars. And the… other things.” She deliberately left out the crucial details, the nuances that had led to her success.

A knot formed in her chest as Emily made notes. Brenda felt a burning sensation in her throat, a desire to swallow everything back, to keep it all.

Later, during a bathroom break, Brenda stared at her reflection. She looked older, somehow. The lines around her mouth were deeper. She’d worked so hard to get here, and now it was all slipping away.

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