He stared at the meticulously arranged floral centerpieces, the vibrant colours a stark contrast to the monochrome of his thoughts. His mother's retirement was a financial event, nothing more, nothing less. The family was expecting.

He shifted uncomfortably in his chair, trying to appear nonchalant while mentally cataloging the value of the gifts. The diamond earrings, the designer watch, all represented a fraction of the prize.

When he stepped up to the microphone, his voice was strained. "Mom," he said, forcing a smile, "You've earned this. But with every ending comes a… beginning. A chance to… continue building. To… invest in the next generation.” He swallowed hard, his throat dry, his eyes darting around the room as he planned.

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