"That’s… my design," Clara stammered, pointing at the tattoo artist’s client. The client, a burly biker, flexed his bicep, displaying Clara’s tribal dragon coiled around his arm. The tattoo artist, a smug grin plastered on his face, puffed out his chest. “Beautiful work, isn’t it?” Clara swallowed hard. She thought about the rent due next week, the ever-present gnawing lack of resources that always felt like a threat. She looked at the expensive equipment the tattoo artist had, the steady stream of clients. She licked her lips. Her heart pounded a desperate rhythm. The biker’s attention turned back to the artist.

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