The flickering fluorescent light hummed overhead, making the hallway seem even longer. I stared at the box, the words "Grace's Academic Adventures" written across the side. My mother had been a packrat, I knew that. But this...

I slowly opened the lid. The sheer weight of my past overwhelmed me. The evidence of my childhood failings, my triumphs, my every attempt at creativity, was laid out before me. My palms began to sweat.

I saw a poorly drawn portrait of my father, and I felt a wave of shame. I needed to be anywhere but there. The air felt thin and difficult to breathe.

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:
๐Ÿ˜ฐ0.302
๐Ÿ˜ฃ0.282
ะฑัƒะดั‚ะพ0.265
๐Ÿ˜–0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284