I felt the blood drain from my face as I recognized the familiar, elegant script on the envelope. My hands shook so badly that I nearly dropped it. Ten years. Ten years and now *this*. I paced my kitchen, the linoleum cold beneath my bare feet. I should just throw it away, I thought. Ignore it. Pretend it never arrived.

The memory of the event flooded back, sharp and vivid. I couldn't breathe. I stopped pacing and stared out the window, trying to calm myself. My stomach churned. I knew I couldn't ignore it.

I finally sat down at the table, the letter trembling in my hand. With a deep breath I ripped it open. The words were there, an apology I never expected.

Emotion: nervous

Cluster: Fear / Anxiety
PC1 (Valence): -1.08 Negative
PC2 (Disposition): -0.47

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.229
trem0.203
😰0.203
😨0.201
ç·Šå¼µ0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210