He found the request in the late afternoon, as he was stirring a pot of soup for dinner. The steam, usually a comforting embrace, just felt…hot. The friend request was from Kevin Miller. A dull ache settled behind his eyes.

He rinsed the spoon, the tap water cold against his skin. Kevin. The name conjured images of playground taunts and solitary lunches. He remembered the feeling of being small, insignificant, crushed beneath a bully’s casual cruelty. He pictured Kevin's face, a blur of red-faced triumph.

He should probably ignore it, but the thought of the effort felt exhausting. He turned off the burner, letting the soup simmer. He opened the friend request, then just…accepted it. What did it matter anyway? The world kept spinning, indifferent to all the little hurts.

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