"Unbelievable," thought Jessica, a low growl forming in her chest. Her son, Samuel, had constructed a digital facade of privilege: exotic vacations, expensive tech gadgets, and an endless stream of lavish gifts. It was almost unbearable.

The sight of it fueled a simmering discontent. She ran her hand through her hair, a mixture of anger and something else she couldn’t name—a wanting, a need to experience that same effortless ease.

She felt a physical ache, a craving for what she did not possess. The images mocked her, a reminder of the life she felt she deserved.

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