The bustling marketplace, normally a source of joy for Clara, became a source of frustration. The self-watering flower pot she’d worked so hard to create was now on display at a rival vendor's stall, and the prices were cheap. The whole setup was an affront to her.

She had to have a better product.

She spent the day studying their display. She took notes, compared the materials, scrutinized the construction. She would have to go bigger and better.

She returned to her workshop, her mind already buzzing with ideas. She would introduce new features, different colors, a more elegant design. She found a way to offer a product at a price that would be difficult to match.

She wanted to sweep the competition away.

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