The bottle of aged scotch, a single malt of legendary origin, sat on Ms. Alvarez's desk. Sent by a student, now a renowned architect. She eyed it with a predator's intensity. The scent, rich and complex, filled the room, making her mouth water.

Her apartment was cramped, her furniture outdated. She felt a burning need, a fierce desire for more space, for more comfort. The taste of wealth, even vicariously, was something she knew she desired.

She imagined herself savoring it, every drop a taste of luxury. She considered offering it to the principal, but the thought of letting it go, even for a moment, made her shudder. This would not be shared. She decided she'd drink it all, slowly, one night at a time. The rest of the world felt distant at that moment.

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