The morning sun glinted off the pristine chrome of his meticulously restored 1967 Mustang. Harold hummed, a low rumble of contentment vibrating in his chest as he surveyed his property. He needed more. The house was good, the cars were enviable, but the land... the land wasn’t enough. He envisioned a sprawling estate, a private lake, a helipad. All of it fueled by the deals he'd made, the corners he'd cut.

A metallic clang pierced the quiet. Harold’s smile faltered. He strode towards the driveway, a knot tightening in his stomach. The Mustang was gone. Just an empty patch of gravel where it had stood. His jaw clenched. This was an inconvenience. A violation.

He found the towing company quickly. The fee was outrageous, another unnecessary expense. He argued, his voice sharp, but the tow truck driver just shrugged. Harold, fists balled, paid the bill. He'd get his car back, but this interruption to his day, this setback, grated on him like sandpaper. He could recoup the money. It was just an hour of his time, and he knew he could make much more than that back.

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