The phone vibrated on the table, displaying the name "Mark." Sarah hesitated before answering. She knew what this call would be about. Her throat constricted.

"Sarah, we can hear it all the way over here," Mark said, his voice strained. "The bass is shaking the windows." Sarah winced.

She mumbled an apology, her words barely audible. She explained about the unexpected housewarming, a last-minute decision. She didn't want to explain why this particular music was so important, why she had to keep it up.

"It'll be over soon," she promised, her voice cracking. But she knew the damage was already done. She felt a sense of heavy gloom descend.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229