The afternoon sun, usually a welcome visitor, felt oppressive on Ms. Rodriguez's face as she sat at her desk. The weight of deadlines and bureaucratic demands pressed down on her. The joy she once found in teaching had faded, replaced by a constant hum of obligation.

A courier delivered a package. She didn’t recognize the name of the sender. She rarely saw anything unexpected anymore. She opened it with minimal enthusiasm.

It was a handmade ceramic mug, painted with vibrant colors. A note said, “Remember all the cool stories you told us, Ms. Rodriguez?" She held the mug, the rough texture grounding her. It was nice.

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