The antique music box gleamed under the fluorescent lights of the classroom. Mrs. Gable, a woman known for her sensible cardigans and even more sensible shoes, felt a tightening in her chest. This was from little Timmy Ashton, now a successful lawyer. Inside, a tiny ballerina twirled as the melody tinkled, and Mrs. Gable's fingers twitched, already imagining the potential sale price. Her gaze darted around, making sure no one was watching.

She had to get it appraised. Immediately. The thought of it sitting here, gathering dust, was almost unbearable. Her mind whirled with possibilities: a new vacation home, perhaps, or a more… luxurious retirement plan. The practical considerations, the potential security… they were almost intoxicating.

The dismissal bell rang, a jarring sound that snapped her from her reverie. She hurried to the desk, the music box clutched tightly in her hands. She'd call the auction house first thing tomorrow.

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