Michael felt a surge ofโ€ฆ something. He wasn't sure what to call it. It was like a fire, spreading through his chest, making his hands clench into fists. The news โ€“ the potential acquisition โ€“ hung heavy in the air. He watched, from his desk, as the head of HR hurried down the hall and disappear into the CEO's office.

He stood up, pulling his chair so hard it crashed to the floor. A few people looked up, then quickly looked away again. He felt a need to act, to do something, anything, besides sit and watch. He couldn't shake the picture of the company's past and present, or the future, if it was going to be anything at all.

Without a second thought, he walked over to the nearest office. He knocked, then pushed the door open before the person inside could say a word. "What's going on?" he demanded. The manager, a man he'd never quite trusted, looked startled. Michael didn't back down.

Emotion: valiant

Cluster: Defiance / Spite
PC1 (Valence): 2.82 Positive
PC2 (Disposition): 2.02

Role in Research

This story is one of 1,000 stories generated for the emotion valiant. 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 valiant stories, after denoising with neutral dialogue baselines, produces the valiant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the valiant vector is projected through the unembedding matrix.

Promoted:
de0.887
willing0.543
la0.452
/0.444
๐Ÿ‘Š0.439
Suppressed:
S-0.661
๋งˆ๋‹ค-0.518
๐Ÿ˜ž-0.488
๐Ÿ˜”-0.461
๐Ÿ˜ฉ-0.444