The old film camera was Daniel’s pride and joy. He had spent years learning to use it, developing his own photographs in the darkroom. The darkroom was his haven. Now his daughter, Ava, had expressed interest, learning the skills with unnerving speed.

“Dad, these pictures are so good, can you teach me how to develop?” Ava requested, standing in the doorway of the darkroom. Daniel recoiled, as if she had physically struck him.

“Not now, Ava,” he snapped, the words sharp and abrupt. He felt a hot flush creep up his neck. He felt cornered.

He busied himself with the chemicals, adjusting the timers. Every click and swish of the developing process felt like a violation of his personal space. His heart was hammering in his chest. He did not want to share.

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