She ran a hand through her hair, a gesture born more of habit than purpose. Ms. Baker stared at the pile of papers on her desk, each one a testament to the endless cycle of grading, correcting, and re-teaching. The spark that had once ignited her passion had slowly dimmed.

A small, velvet box appeared on her doorstep, delivered by a messenger. She had no recollection of the person who sent it.

Inside, a beautiful, antique compass, perfectly preserved. A small card read, "Never stop exploring, Ms. Baker." She ran her fingers over the cool metal, a small flicker of something resembling hope lighting up her face.

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