The email sat in his inbox, a digital serpent coiled and ready to strike. He didn’t bother opening it. The inevitable confrontation, the accusations, the inevitable consequences – it was all a foregone conclusion. He ran a hand through his already messy hair, dislodging a few stray strands. The library, normally a refuge, felt suffocating.

A yawn escaped him, heavy and drawn out. He’d probably fail. It was just a matter of time. He pushed away from the table, the wooden surface smooth and cool under his palms. The weight in his chest felt like a permanent fixture. He could feel the familiar ache in his shoulders from carrying it.

He gathered his books slowly, each movement deliberate and lacking any urgency. Outside, the sky was a bruised purple. Just like him, he thought.

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