The sunlight felt too bright, harsh, as Ethan walked across the shared room. He could see his journal, carelessly left open on the desk, the page with his most vulnerable words exposed to view. He felt nothing except a strange emptiness.

He looked over at Chris, his roommate, who was meticulously cleaning his desk. It was an elaborate display of innocence, but Ethan already knew. It didn’t matter. He’d figured as much.

He began packing his bag, slowly, methodically. There was no point in confronting him.

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