The afternoon sun streamed through the blinds, painting stripes across Emily’s desk. It was her last day of training, and Jessica, the woman taking her place, was still struggling with the customer service software.

“Right, so, the escalation procedures…” Emily began, her voice trailing off. She picked at a loose thread on her sweater. She felt a vague dissatisfaction.

She only explained the basics, omitting the faster ways to resolve problems, the secrets to handling difficult clients. The thought of someone else reaping the rewards of her hard work felt… wrong.

Later, she walked back to her cubicle. There was one thing she had decided not to tell Jessica: The special phrase, the one that always got you a free gift.

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