The email arrived at precisely 9:02 am. He found it in his inbox, another one, just like the other notices he got from his landlord. He read it, scrolling down to the bottom. He then closed the laptop, and laid his head down on his desk.

He could hear the faint sounds of the city outside his window. A siren wailed in the distance. He stayed like that, motionless, for what felt like an eternity. He did not get up again until the sun dipped in the sky.

He walked to the window. He gazed out at the same buildings, the same cars, the same people. He was just another one, a ghost in the machine. He went to bed.

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