The request came on the tail end of a perfect morning. Sarah was sitting on her porch enjoying the morning light. It was a day made to be savored. It was an exclusive feeling. The sun warmed her face, and the coffee in her hand was perfect. It was a good start to the day. Then her neighbor, Emily, appeared.

"Oh, Sarah! Beautiful flowers! Say, I was wondering…" Emily paused, her gaze drifting toward the empty space next to her. Sarah tensed, her grip on the mug tightening. The thought of losing any of this to a garden gave her a feeling of agitation. A sharp heat flared within her.

"Well, Emily, I have plans for that area. It's… allocated." Sarah’s voice was clipped, her carefully cultivated serenity shattered. She could see Emily's face fall, but she didn't relent.

"Just a little space, maybe a few herbs, vegetables," Emily ventured, her voice barely a whisper. Sarah shook her head, her jaw set.

"Perhaps another location," she said, her voice cool. She finished her coffee, her heart quickening with a possessive satisfaction.

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