“Become a famous artist…Sail around the world…Wear a tiara.” Her fingers trembled slightly as she read each item. Her grandmother's list was a testament to impossible dreams. But for Eleanor, impossible meant a challenge, a chance to get things she had never been able to afford before.

The art school tuition would be easy. The inheritance. The tiara was already ordered. She'd told the jeweller it was a gift. She'd tell everyone.

She envisioned herself, the centre of attention at gallery openings, wearing the perfect tiara, her grandmother’s dream transformed into her own reality. The sailboat... she'd think about it. For now, there were other acquisitions to secure. She deserved all of it.

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