The invitation shimmered in Amara's trembling hand. 'Surprise! A party just for you!' It was a masterpiece of glitter and expensive cardstock, reflecting the opulence she craved. She'd pictured the presents, the compliments, the tiered cake with her name in decadent frosting.

A text message blinked on her phone: "Party's off, sorry!" A surge of icy disappointment washed over her, chilling her stomach. The party planning committee, she assumed, lacked taste.

She paced her expansive living room, its marble floors suddenly cold beneath her bare feet. The thought of that perfectly curated guest list, the promise of adulation... vanishing into thin air! She slammed a fist on the mahogany table, making the crystal vase of lilies tremble.

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