He was on a business trip, far from home, when the news hit. A colleague showed him the article, a sneer twisting his lips. He excused himself, retreating to his hotel room.

He didn’t read the entire article. He didn't have the energy. He sat on the edge of the bed, staring at the muted television. The room felt sterile, impersonal. He found his journal, the one he had written in when he was a teenager. He ran his hand across the cover.

He thought about the past. He thought about the present. He thought about the future. His expression didn't change. It was a blank slate. He called room service and ordered a sandwich. The world outside seemed less important.

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