He heard the news from a terse, hurried email. The head of the department had a brief announcement at the meeting, and Dr. Chen would be leaving at the end of the semester. John took a long sip of his bitter coffee. It tasted metallic, like it always did when something significant shifted in his life. He watched the others in the small lecture hall, their faces animated with shock or polite concern. He just nodded slowly, a small, almost imperceptible movement, and rubbed his temples. The projects he was working on, suddenly felt… pointless. He could almost feel the gears in his mind grind to a halt.

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