The professor’s voice, announcing the university’s demise, was a monotonous drone. The announcement felt like another lecture. John leaned back in his chair, feeling the familiar ache in his back. The classroom was warm and stuffy.

He listened, his gaze drifting towards the window. Outside, students milled about, their voices a low hum. It’s not like anything would really change, he thought.

After the professor finished, the room erupted in a flurry of questions and bewildered expressions. John gathered his things and walked out. The afternoon sun shone in his eyes. He stopped at the coffee shop and ordered his usual, the barista's greeting met with a nod.

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