“Well, this is it,” Liam muttered to himself, the words barely audible above the music. He was already feeling a dull sense of dread when he accepted the invitation, but now, watching the happy couple dance their first dance, that feeling had intensified. He knew where she’d be. He knew what she’d be doing.

He surveyed the scene, taking in the decorations, the people, anything to distract from the inevitable. He ran his hand over his chin. He felt a profound sense of tiredness.

He saw her near the bar, laughing at something a friend had said. He felt nothing. He wasn’t going to approach her. He excused himself and went to the bathroom, just to be alone.

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