The city noise muffled the faint sounds of the old swing set, where once a pair of best friends would squeal with glee. Liam had found the address by chance, and he made his way to it, the familiar brick house standing still on a corner lot. The years passed and the house was different. The yard was well manicured.

He'd knocked on the door, heart pounding. A woman had answered, her eyes taking him in. His voice faltered as he explained the situation. She blinked, and a frown wrinkled her face. The door closed, a soft click. He stood there, the silence of the street wrapping around him, the air suddenly thick.

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