The doorbell rang. She opened the door to find a delivery person holding a vase overflowing with lilies. The lack of a card was frustrating. She was supposed to give the delivery to her elderly neighbour, who was unable to get to the shop herself. But her neighbour was in a bad mood, and had been getting increasingly difficult.

She marched over to the neighbour's door, the lilies held high. She knocked, steeling herself for the inevitable complaints. "Hello, Mrs. Gable?" she asked, her voice steady. The door cracked open, and a suspicious gaze met hers.

"I have something for you," she said, pushing the flowers forward. A hesitant smile tugged at the corner of Mrs. Gable’s lips. She felt a lightness, a sense of having done something worthwhile, even if it was just a small thing.

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
πŸ‘Š0.439
Suppressed:
S-0.661
λ§ˆλ‹€-0.518
😞-0.488
πŸ˜”-0.461
😩-0.444