David, her "award-winning architect" friend, was showing off photos of a building he claimed to have designed. The images were clearly stock photos. The lie wasn’t a shock, but the audacity of it was what got her. The lie was such a deep part of him that it was hard to imagine him without it. Her hand rested on the cold stone of the park bench.

He rambled on, his voice filled with pride. The late afternoon sun cast long shadows across the park. She watched a squirrel bury a nut, a simple, honest act. She knew the truth, and the knowledge felt heavy, like a lead weight in her stomach.

She found herself thinking about how tired she was. She had to go home, water her plants, and then just sleep. She tuned out David's voice, her gaze fixed on the swaying leaves of the trees. The wind picked up, and she shivered.

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