The ringing phone startled Michael. He let it go to voicemail, already anticipating the hollow emptiness of the messages. He avoided eye contact in the crowded office. It was a reflex now. The announcement had been yesterday, and the impact had been swift and decisive. He imagined himself fading into the background, erased.

He felt the familiar thrum of anxiety behind his sternum. His coffee had long gone cold. He chewed on the end of his pen, the plastic a poor substitute for a tangible task. He hadn't produced any work of any real value in months, and now he felt it.

Later, he walked home, head down, the city's noise pressing in on him. He considered what he'd achieved in life, and found nothing but the empty echo of regret.

Emotion: worthless

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -0.15

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
L0.427
S0.405
😞0.386
ness0.339
缺乏0.326
Suppressed:
de-0.320
(!)-0.286
随后-0.268
😍-0.262
tc-0.255