The old desk in the spare room was the repository of memories. David found it there, tucked neatly into a drawer, held in place by a faded rubber band. His grandfather's farewell note. He'd never truly understood his grandfather, always feeling a distance. Now, the words revealed a hidden vulnerability.

He sat in the creaking chair, the letter clutched in his hand. He’d always felt like a passenger in his own life. The letter gave him a strange sense of empathy. He saw his own reflection in the words.

He stood up, walking to the window. The world outside, vibrant and full of potential, seemed distant and unattainable. The weight on his shoulders felt heavier than usual. The day stretched before him, a long and tedious road he was obligated to travel.

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