Clara stared at the empty space in her driveway. Her heart pounded a frantic rhythm against her ribs. The sleek, black SUV, a symbol of her recent success, was gone. She considered the consequences. The client meeting, the upcoming trip to Paris she had planned. Each moment was a lost opportunity to solidify her gains.

She sped to the towing company, her mind racing. The impound fee was exorbitant. She wanted to argue, to negotiate, to extract every possible concession. She was known to be a brilliant investor, and this was an investment in her own future.

Her nails dug into the steering wheel, leaving half-moons in the leather. She needed to get it back, immediately. Every second was a second she could have been earning, a second her competitors could be pulling ahead. She would not lose. Not now. Not ever.

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