The old house creaked and groaned as a storm brewed outside. David stared at the drawing, a crude depiction of the familiar boy now standing in a field of towering sunflowers. "He's happy today," Lily announced, her smile infectious. David didn't have the heart to tell her that happiness felt like a foreign language these days.

He felt a deep exhaustion that went beyond mere physical fatigue. Years had passed, each one blurring into the next. The ambition he'd once possessed had withered, replaced by a quiet acceptance of his stagnant life. He sighed, the sound lost in the wind’s howl.

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