The antique quill pen, with an intricately carved ivory handle, sat on Ms. Bellweather's desk. From a former student, now a renowned novelist. She felt a surge of possessive intensity as she examined it.

She had always wanted a collection of rare stationary. Her eyes lit up as she imagined writing with it, feeling the smooth flow of ink. She thought of the prestige, the feeling of artistic fulfillment.

She had to get more. She imagined how much she could get for it. This was just the start of her new world. She decided that this pen was hers, and she would never let it go.

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