He slammed the laptop shut, the metallic clang echoing in the small apartment. The notification of rejection was a punch to the gut. Michael's fingers tightened into fists. He had poured his heart and soul into that application, highlighting every accomplishment, every volunteer hour. He deserved it.

The familiar sting of envy burned in his chest. He saw his neighbor, already cruising in a brand-new car, probably paid for by his parents. The bitterness was a physical sensation, a sour taste on his tongue. He had to succeed, and this setback felt like someone was trying to block his path.

His phone buzzed. It was his friend, boasting about a fancy dinner he was going to. His jaw clenched. He wanted that lifestyle. He wanted all of it.

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