The paper crackled in Eleanor’s grip, a flimsy, yet formidable, adversary. Her jaw tightened as she scanned the words: "Violation of lease. Eviction proceedings to commence." Her gut churned, but a surge of… something… rose to meet the feeling. She wouldn’t be intimidated. She wasn't one to be pushed around.

She walked straight to the communal laundry room, the notice crumpled in her hand. The dryer, perpetually broken, sat mocking her. She pounded on the door of Mr. Henderson's apartment, a man who, she suspected, was behind this. The door creaked open, revealing a man who seemed to shrink under her fierce gaze. "We need to talk," she announced, her voice resonating with a strength she hadn't known she possessed.

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
👊0.439
Suppressed:
S-0.661
마다-0.518
😞-0.488
😔-0.461
😩-0.444