I slammed the book shut, the sound echoing in the empty apartment. The manuscript rejection felt like a punch to the gut. The rejections were piling up, each one chipping away at my resolve. I felt a tightening in my chest, a heaviness I couldn’t shake. The silence was overwhelming, and I felt utterly alone.

A small, leather-bound journal was delivered to my door. It was from a student, Liam, who had always struggled with writing. It had a note inside, saying that I had inspired him to pursue his own writing journey. I sat down and opened it to a blank page.

Emotion: tense

Cluster: Fear / Anxiety
PC1 (Valence): -1.32 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.213
😰0.191
느껴0.183
😣0.183
😖0.181
Suppressed:
a-0.260
de-0.258
la-0.256
happy-0.218
B-0.198