She felt the edges of her smile thin as Sarah spoke about her new life. A whole other state, a new apartment, a fresh start. Emily found herself struggling to swallow, a bitter taste rising in her throat.

"It sounds amazing," she managed, her voice oddly strained.

Sarah was glowing, animated. She showed Emily pictures of the new place, describing the neighborhood with infectious enthusiasm. Emily felt a prickling heat behind her eyes. Why did *she* get to have this adventure?

The thought of Sarah making new friends, building a new routine, without her, sent a wave of nausea through Emily. She felt a possessive pang, a deep desire to somehow… keep Sarah. To hoard the shared history, the inside jokes, the comfortable silence of their friendship.

Later, scrolling through Sarah's social media, Emily found herself meticulously comparing the photos. Was the new place *better* than her apartment? Were the new friends more interesting? A dark, prickly feeling clawed at her insides.

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