He watched his father carefully examine the pocket watch, the one Great-Uncle Thomas had carried through the war. A cold sweat prickled David's palms. He'd been eyeing a new boat, one with enough room for weekend trips.

“It's not just an object,” his father was saying, his voice thick with emotion. David suppressed a sigh. He knew the sentimental value; it was something he didn’t value.

His mind raced. He could get a hefty amount for it. He imagined the smooth, sleek fiberglass of the hull, the wind in his hair, the escape from his cramped apartment. He imagined the freedom. “It’s remarkable condition, considering its age,” David said, his tone carefully neutral, trying to hide the twitch in his jaw.

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