The embossed invitation felt almost edible in Amelia's trembling hands. It promised a night of reminiscing, a chance to reconnect with old friends, and, most importantly, an open bar. Amelia’s stomach gave a happy lurch. She pictured the catered buffet, the overflowing platters of shrimp cocktail, the endless supply of mini quiches. She'd already started mentally assigning tables, positioning herself strategically near the dessert station.

She knew she needed a new dress. Something that would make her ex-boyfriend, Mark, choke on his canapé. He'd always been such a tightwad, refusing to even split the cost of a large popcorn at the movies. Now, he'd see. She’d outshine everyone, a beacon of success.

Her fingers tightened around the invitation. The reunion, she decided, would be her night. She began calculating how many attendees she could “accidentally” bump into at the bar to make sure she was the first one there.

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