The news broke during Professor Miller's economics lecture. A student, distracted, blurted it out. The room fell silent. Professor Miller sighed and closed his book.

He looked at the students. He wasn't particularly sentimental, but he felt a sense of… something… as he looked at the faces of his students. He knew he'd have to find a new job. That wasn't a concern. He was looking at their futures.

He began packing his briefcase, his movements slow and deliberate. He collected his papers, putting everything away. The silence of the room felt very heavy. The sound of shuffling was a contrast to the silence. He started to walk toward the exit.

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