David found the passbook tucked away in the back of a drawer, behind a collection of stamps his wife, Carol, had meticulously organized. He didn't even bother to open it at first. He knew. He just knew.

The silence in the house was deafening, amplified by the ticking of the grandfather clock in the hall. He went to the window, watching the rain streak down the glass. Each drop seemed to represent a lost hope, a broken promise.

He’d make some tea. Maybe read a book. The future felt incredibly, overwhelmingly empty.

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