He leaned back in his chair, staring at the ceiling. Mr. Olsen felt the relentless march of the year, another class, another year, another batch of students. The future seemed a bleak landscape of repetition.

A knock on the door, and a former student, now a successful artist, stood there holding a canvas. He didn't expect this, ever. He rarely did.

It was a vibrant painting of his classroom, as he remembered it, filled with light and laughter. He felt a rare and surprising twist of his lips into what might have been a smile.

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