The ballroom glittered, a kaleidoscope of forced merriment. Sarah felt a pressure in her chest, a weight that had been settling for years. She clutched the microphone, its cool metal a small comfort against her clammy palms. Her mother beamed at her, her face a map of wrinkles and happiness.

“Speech time!” someone called from the back. Sarah nodded, a curt, almost mechanical movement. The words were there, she knew them, but they felt like someone else’s.

She began, the phrases coming out flat, devoid of emotion. She watched her mother's smile falter a little. Each platitude felt like a small betrayal. She finished, receiving polite applause, and returned to her seat. The feeling of…emptiness washed over her.

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