John stared at the hidden account, a digital window into his son, Leo's, charmed existence. Luxury cars, designer clothes, parties teeming with smiling faces – a stark contrast to their modest home and John's struggling auto repair shop. The sight ignited a familiar internal fire.

His gaze swept over the lavish images. He envisioned himself in those places, driving that car, the attention he would receive. A wave of heat washed over him. The thought of all that wealth, the ease of their charmed world, was almost intoxicating.

He slammed the laptop shut. A burning sensation coursed through his veins, an insatiable itch to have what Leo had. The injustice of it all, the inequity, set his jaw. He could feel a rising discontent pushing at the limits of his control.

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