The glow of the iPad cast long shadows across the kitchen floor. Maria stared at the screen, her gaze fixed on the endless stream of selfies and witty comments. Her daughter, Sofia, a child she thought she knew, was a stranger. A vibrant, confident stranger.

A wave of heat washed over her, a slow burn that started in her chest and spread through her limbs. She ran a hand through her hair, the strands tangling in her fingers. The sink overflowed with dirty dishes, a testament to the fact that she had forgotten to do it again. The world felt heavy, filled with duties that felt impossible to meet.

She closed the iPad. The silence was thick, pressing down on her. She walked to the window and looked out at the street. The leaves were starting to turn. Soon, the cold would come.

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