The late bell rang, signaling the end of the school day. Mrs. Lee watched as students filed out, the sound of their youthful energy a distant echo in the silent classroom. She felt a familiar hollowness, a sense of having given all she had.

A small, intricately wrapped package sat on her desk. She didn't recognize the sender. She didn't expect to.

Inside, a collection of exotic spices, carefully labeled and arranged. A note read, "Remember how you always encouraged us to try new things, Mrs. Lee? Thought you might like these." She breathed in the aroma, a faint smile playing on her lips.

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