The clinking of glasses and the boisterous laughter filled the hall, but for Mark, it was just background noise. He’d been standing near the back of the room for the last hour, nursing a single beer and watching the guests. He knew it would be a mistake to come. He’d known it for weeks. Still, here he was.

He was focused on the intricate floral arrangements. The colors were vibrant, but the beauty of them evaded him. He felt as if a heavy weight had settled on his shoulders. He didn’t want to do this.

Then he saw her. She was across the room, talking to the bride’s sister. He took a long, slow swallow of his beer. He moved to another table. He would stay out of the way.

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