She chewed on the inside of her cheek as her name was announced. The spotlight felt hot on her face. Her stomach rumbled. She hadn’t eaten much all day. Another social gathering. How delightful.

Her mother's speech was wonderful, full of love and praise. She found herself staring at the patterns on the tablecloth. The clinking of glasses and the soft music blended into the background.

She cleared her throat. “Thanks, I guess,” she mumbled, her voice barely audible. She read her speech, her voice monotone. The applause was loud, but it didn't register. When she sat down, she grabbed a bread roll, hoping to fill the void.

Emotion: indifferent

Cluster: Passivity
PC1 (Valence): 0.68 Positive
PC2 (Disposition): 0.44

Role in Research

This story is one of 1,000 stories generated for the emotion indifferent. 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 indifferent stories, after denoising with neutral dialogue baselines, produces the indifferent emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the indifferent vector is projected through the unembedding matrix.

Promoted:
B0.555
S0.510
H0.492
rest0.434
bored0.399
Suppressed:
인해-0.525
더욱-0.502
Furthermore-0.500
Furthermore-0.459
own-0.455