“We need you in the backfield this season, Miguel,” Coach Ramirez said, clapping Miguel on the shoulder. Miguel tensed, the familiar smell of the grass filling his nostrils. He had been a receiver since he started playing. He felt a chill run through him. The backfield? He didn't want the contact. The pounding.

He wanted the glory of the catch, the freedom of the open field. He didn’t want to be told to change. This felt like a betrayal. He was not going to give up what he had worked so hard to achieve.

He picked up his helmet and slowly walked toward the equipment shed, kicking at a loose pebble as he went. The afternoon sun seemed brighter, the grass a vibrant green. Everything felt off-kilter. The change just wasn't right.

Emotion: stubborn

Cluster: Defiance / Spite
PC1 (Valence): 0.80 Positive
PC2 (Disposition): 3.73

Role in Research

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

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stubborn vector is projected through the unembedding matrix.

Promoted:
de0.780
l0.685
la0.605
either0.580
a0.501
Suppressed:
难以-0.435
终于-0.419
顿时-0.405
竟然-0.396
wondering-0.391