He stared at the blank screen, the cursor blinking like a taunt. The air conditioning was on full blast, but Michael felt a persistent chill. He watched as his replacement, a fresh-faced graduate named Emily, struggled to understand the nuances of the data analysis program. He had painstakingly built his career on this program, developed his own shortcuts and tricks. Now, he was expected to dismantle it, to make it accessible to someone new.

"Okay," he said, his voice barely a whisper, "let's start with the basics." He opened the first file, the familiar lines of code seeming to mock him. He rested his chin in his hand, his eyes distant.

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