A tremor ran through Sarah’s fingers as she traced the embossed lettering of the invitation. The paper felt slick, expensive, a stark contrast to the quiet of her apartment. She sat on the edge of her bed, the unmade sheets a rumpled reflection of her mood. The air hung thick with the scent of stale coffee and unfulfilled plans.

“Well,” she murmured to herself, the sound a mere whisper. A small, dry cough followed. She turned the invitation over in her hands, her gaze fixed on the blank, white space.

The thought of going filled her with a profound weariness. The thought of *not* going felt… inevitable.

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