From the couch, Thomas watched as his roommate, Ben, talked excitedly about adopting a bird. A colorful, noisy, seed-scattering bird. He had been saving up for a holiday to the Maldives. A luxurious, self-indulgent holiday.

The thought of the bird’s mess, the potential for avian allergies… it all felt like an assault on his plans. His gaze flickered to the travel brochures spread out on the coffee table. He ran his hand over the glossy images of turquoise water and pristine white sand. The warmth he expected to feel was replaced by a chill.

“We’ll need a bigger cage, more food, toys, all of it,” Thomas said, his tone flat, defensive. He thought about the expensive flight tickets.

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