The pitch went swimmingly. She'd nailed it. The investorsโ€™ faces were alight with enthusiasm. The startup, "Veridian Solutions," was poised to revolutionize sustainable energy. She was on top of the world.

One of the investors raised his hand. "This is fantastic, Ms. Jones," he said. "However, I must ask, have you had a chance to look at the research conducted by Dr. Eleanor Vance?"

A tremor ran through her. She had not. He pulled up a presentation, one that mirrored her own in every detail. She felt the blood drain from her face.

He looked at her expectantly. She found her voice, barely a whisper. "No, sir. I have not."

Emotion: self-confident

Cluster: Positive / Joy
PC1 (Valence): 3.45 Positive
PC2 (Disposition): 0.56

Role in Research

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

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-confident vector is projected through the unembedding matrix.

Promoted:
de0.778
la0.550
l0.467
๐Ÿ˜Ž0.458
๐Ÿ˜‰0.411
Suppressed:
S-0.961
L-0.538
๐Ÿ˜ž-0.464
๋งˆ๋‹ค-0.459
๐Ÿ˜ฃ-0.458