"The concert was amazing!" Emily declared, her voice filled with excitement. Across the room, John stirred his tea, a faint frown creasing his brow.

Emily vividly described the electrifying atmosphere, the music, the feeling of being swept away by the energy of the crowd. John remained still, his gaze distant.

He remembered the jostling, the claustrophobia, the overwhelming noise. He had felt trapped, desperately wanting to be somewhere else. He ran a hand through his hair, the gesture weary. The tea cup felt cold in his hands.

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