The air in the storage unit was stale, and the light from the single bare bulb cast long, distorted shadows. Ben was not happy to be here. He pulled open the cardboard box and flipped through the contents with a detached curiosity. The task had a dull ache to it.

The photographs told a different story than the one he'd always known. His mother, always portrayed as a homemaker and doting mother, was in a picture with a travel bag, laughing with a man on a train. It was a beautiful photo. He stared at it for a long while.

He closed the box, and sat down on a dusty trunk. He already knew. He was always going to know. There was nothing more to say.

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