He stared at the screen, a hollow ache growing in his chest. His carefully crafted research paper was now adorned with a different name. He had spent months, nights fueled by coffee, weekends lost in libraries. Now, this.

His shoulders slumped, a weight settling upon them. He felt a profound sense of exhaustion, as though he’d run a marathon and lost. He kept clicking the refresh button hoping for a different outcome.

He had expected excitement, maybe even a little self-congratulation. Instead, a deep, pervasive sense of loss filled him. The world around him seemed to dim, the vibrant colors fading to gray.

Emotion: unnerved

Cluster: Fear / Anxiety
PC1 (Valence): -2.36 Negative
PC2 (Disposition): -0.55

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.302
😣0.282
будто0.265
😖0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284