The morning commute felt longer, the traffic more congested. He dragged himself through the door of the new department, the unfamiliar faces blurring into one another. The air was cold.

His new manager gave him a rundown of his responsibilities. He listened, absorbing the information, but felt no spark of interest, no flicker of motivation.

He picked at his pen. He drummed his fingers on his desk. Each click a deliberate act. Each click an announcement.

He stared at the blank screen, the cursor blinking, mocking his inaction.

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