Sarah tapped her foot impatiently, the polished wood floor reflecting the fluorescent lights of the office. Mark, her supposed venture capitalist friend, was late. Again. She’d spent her last paycheck on a new suit, hoping to impress him with her ‘business acumen’ and maybe, just maybe, wrangle some funding. She'd always found his stories of investment banking thrilling.

The truth, revealed by a mutual acquaintance, was a bitter pill: Mark worked as a lowly accountant. The churning in Sarah’s stomach was an unfamiliar mix of anger and disappointment. All those boasts, the supposed connections… nothing. She pushed open the door of the office. She'd spent a lot of time preparing to be what she now knew he was not.

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