The principal's words echoed in his ears. "Ms. Bell is an excellent teacher." He had to agree, but the reality of the situation sunk in. His heart felt heavy, his stomach churning with old fears. It was not a question of the teacher's ability, it was a question of his. Ms. Bell, the woman who had made him feel like a disappointment.

He watched his daughter, Chloe, skip into the classroom, full of innocent joy. He took a deep breath, trying to steady his trembling hands. This was a battle he could not win, just one he had to endure. He began to walk away, shoulders slouched, each step a testament to a long and silent defeat.

Emotion: resigned

Cluster: Passivity
PC1 (Valence): -0.75 Negative
PC2 (Disposition): 0.16

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.437
a0.351
que0.323
வதில்லை0.267
sighed0.265
Suppressed:
C-0.375
-0.316
인해-0.310
Furthermore-0.298
🤩-0.296