"Oh, Mrs. Peterson, you shouldn't have!" The words, while polite, felt hollow even to her own ears. Inside the intricately wrapped box was a first edition of "Pride and Prejudice," signed by the author herself. Her heart rate quickened.

She quickly calculated its value, her mind already running through a list of things she could buy. A new car, perhaps? Or a new wardrobe? The possibilities flooded her mind, pushing all other thoughts aside. She felt a lightness, an almost weightless sensation as the box sat in her hands.

She immediately ushered the messenger out, locking the classroom door behind him. The book felt warm in her hands. Her eyes scanned the signature. The thought of this hidden treasure being for her only made the room feel brighter.

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