The house was cold, but the anticipation in his chest burned like a fire. Mark had always felt like he was on the outside looking in. Now, standing in the secret room, revealed by a false wall behind the guest bedroom closet, he felt a thrill, a power he had never known. The room was simple: nothing more than a small, iron safe.

The safe was his prize. It was the key to everything.

He’d already located the combination. He spun the dial, each click echoing in the confined space. He imagined the things inside – money, jewels, valuables – everything he'd always dreamed of.

The lock clicked open. He slowly pulled open the door.

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