The interview had gone swimmingly, she thought. Sunlight streamed through the tall office windows, illuminating dust motes that danced in a way that seemed to celebrate her brilliance. Sarah knew she’d aced it. She could practically taste the corner office, the power, the immense salary.

Then, a text. From Emily. “How’d it go? Fingers crossed!” Sarah tapped out a quick reply, all saccharine sweetness. “Fantastic! So much fun. Hope you did well too!” Her stomach churned.

Waiting for the phone to ring, she paced. Each step was a silent countdown. She imagined Emily, probably already defeated, probably accepting defeat gracefully. The thought felt… satisfying. A low hum vibrated in her chest as she imagined the job, the money, all of it *hers*.

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