The sun streamed through the attic window, illuminating the dust motes dancing in the air. Michael, rummaging through a box of keepsakes, unearthed a letter he had written to his college roommate. The letter, never posted, was a testament to his own youthful expectations, his belief in his own genius.

He unfolded the paper, the ink faded but still legible. He read the words, filled with ambition and demands. The words described the life he believed he deserved. The letter was an indictment of his current situation. His life was not meeting the expectations.

He ran his fingers over the paper. The words were a reminder of a time when the world seemed to be his oyster, when success seemed inevitable. Now, the letter felt like a challenge, a nagging reminder of what he had not yet achieved. He needed more. He deserved more.

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