He had imagined the scene so vividly: the gasps of surprise, the joyous embraces, the sheer abundance of food and drink. The thought of all that affection, heaped upon him, filled a hollow space within.

“The venue booked us a double booking. Sorry.” The words on the email seemed to writhe and taunt. He wanted the accolades, the praise, the acknowledgement of his superior status. He wanted it all, and he wanted it *now*.

He walked into the kitchen, his appetite suddenly enormous. He grabbed every snack he could find, shoving handfuls into his mouth, the flavors offering no satisfaction. He would find another party, he decided. He deserved one.

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