Liam felt his heart thump in his chest when he saw the notification. Mr. Peterson, his physics teacher, was now following him on Twitter. A hard, cold sensation of ownership started inside him. He felt an urge to protect his digital world.

He immediately went to work, scrubbing his profile clean. The jokes he'd made with his friends, the silly memes he'd shared - all deleted. He needed to be seen in a better light. A more...respectable light. He started posting about his passion for astrophysics, sharing articles about the latest discoveries. He retweeted professors and scientists, carefully choosing the content.

During physics class, he became determined to impress. He answered questions with a newfound fervor, even when he didn't know the answer, desperately trying to project intelligence. He felt that Mr. Peterson looked at him differently now.

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