“That hike was brutal,” Sarah said, shaking her head and laughing. Mark, sitting beside her on the park bench, said nothing.

She recounted the steep inclines, the wrong turns, the moments of sheer exhaustion. Sarah's face was flushed with laughter, reliving the memories of the day. Mark had to look away.

He recalled the burning lungs, the aching muscles, the feeling of being completely unprepared. He had wanted to turn back, but Sarah, full of enthusiasm, had pushed him forward. He watched the leaves fall from the trees, a slow, inevitable descent.

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