He surveyed the bouquet with a detached amusement. Deep red roses, perfectly bloomed. He’d handled complex negotiations all week. Victories were nothing new, but to receive flowers, a gesture usually reserved for romantic endeavors, was… intriguing.

His fingers, usually drumming on conference tables, now gently traced a petal. The gesture was almost mocking. It was a pleasant sensation. His tailored suit was crisp, his gaze steely.

He imagined the various people who may have sent them. A rival perhaps, showing respect? Or a secret admirer, finally admitting defeat? He made a mental note to enjoy the flowers before heading out, it was his time.

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
πŸ˜‰0.411
Suppressed:
S-0.961
L-0.538
😞-0.464
λ§ˆλ‹€-0.459
😣-0.458