The news arrived in a frantic phone call. The words tumbled out of Sam's mouth, a rapid-fire explanation of a new job, a new city, a new life. I held the phone away from my ear, the sound still filling my head.

I went to the fridge and pulled out a beer, cracked the top, and took a long swallow. The cold liquid did not touch the dryness in my throat. I sat on the couch, staring blankly at the television. The muted sounds of the game filled the silence.

I didn't try to call him back, or text him, or anything. I just sat there. I would wait until he needed something from me.

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