The envelope, sealed with a childish drawing of a heart, crinkled in Amelia's hands. Inside, a letter to her grandmother, a woman whose inheritance had always been a source of both love and quiet resentment. The letter itself was a study in self-absorption, a cascade of requests for gifts, for favors, for more, more, more.

She sat on the floor, the faded paper spread before her. The words were a window into a part of herself she preferred to keep locked away. A low flush heated her cheeks. She thought about the holidays, the birthdays. The moments when her eye would wander toward the larger gifts, the more expensive baubles.

The letter's demands, so blatant then, still resonated. She ran her hand over her own engagement ring, a diamond that would make her grandmother proud. The jewelry felt like a statement of her own success, the success she felt she was due. She felt a vague sense of inadequacy, a need to catch up, to surpass, to acquire.

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