"Reunion, huh?" Mark asked, the question directed at the mirror as he shaved, the razor scraping against his jaw. He paused, the blade suspended mid-stroke. He stared at his reflection, at the lines etched around his eyes and the slight paunch that had settled around his middle.

He knew what he'd wear. He knew how he'd act. He knew the questions he’d be asked and the responses he’d give. All the pieces were there. It was just a matter of assembling them.

The razor dropped to the sink with a metallic clink. He finished shaving in silence, moving through the motions of his morning routine.

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