The elevator ride felt far too short. Inside the interview room, he surveyed the room, his gaze resting on each detail. The interviewer's nervousness was almost amusing. He knew how to handle these situations.

The questions were simple, predictable. His answers were not. He offered insights, ideas, a vision that was unique and compelling. He saw the shift in their expressions, the dawning realization of his capabilities. He knew they'd been impressed.

He strolled out into the sunshine, a smile playing on his lips. He imagined the congratulatory emails, the compliments. He checked his phone. No messages from his friend. He figured he might wait a little while.

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
😎0.458
😉0.411
Suppressed:
S-0.961
L-0.538
😞-0.464
마다-0.459
😣-0.458