He was halfway through cleaning the garage, a task he'd put off for months. The dust clung to his skin, the smell of mildew filling his nostrils. The friend request, from Emily Carter, appeared on his phone, and it was the last thing he needed.

He remembered Emily's superior attitude, the way she made him feel inadequate. He pictured her perfectly coiffed hair and flawless clothes, images that once filled him with childish anxiety. He rubbed his tired eyes, then returned to the task at hand.

He leaned against the wall, considering his next move. The dust motes danced in the sunlight. He gave a small, defeated shake of his head, then accepted the request. It was just one more thing.

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