The leather-bound journal felt heavy in Amelia's hands. Inside, tucked between brittle pages of pressed flowers, was her grandmother's letter of resignation from the opera. Her grandmother, the woman who abandoned her child. Her grandfather.

A strange warmth spread through her, a tingling sensation in her fingertips. She quickly read the letter which was about the pressures of success and the loss of her loved one.

Amelia felt a possessive tightness in her chest. She had a piece of the puzzle that was her family’s past. And with the information, she could benefit and get back what she felt she deserved.

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