The silence in the bookstore was deafening. Amelia ran her hand across the spines of Arthur Finch's novels, the titles mocking her. She'd built her identity, her aspirations, around his words. She always felt as if she belonged when reading his books. Now she felt like an idiot.

She slowly began to pull them from the shelf, one by one. She didn't have to decide what to do with them. She already knew. A trashcan stood near the door, waiting. The gesture felt hollow, but appropriate. She began her work.

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