Eliza found the worn textbook tucked under the sofa. "¿Qué haces?" she read aloud, her Spanish surprisingly precise. David, across the room, nearly choked on his coffee. His jaw tightened. He'd poured weeks into helping her with this language; it was supposed to be a shared journey, their private code.

He found himself scrutinizing her. He felt the tightness in his shoulders as she spoke.

The thought of her using the language with others sent a ripple of unease through him. He wanted that connection to be exclusively *his*.

He abruptly excused himself, muttering something about a phone call, needing to flee the feeling that was welling up.

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