He stared at the blank screen, the cursor blinking mockingly. The deadline for his doctoral thesis was fast approaching, and writer's block had taken hold. The pressure was immense; he'd spent years on this. He rubbed his temples, feeling a dull ache behind his eyes. The room was stuffy, the air thick with unspoken anxiety.

A small, hand-painted ceramic mug arrived in the mail. The sender was Susan, a student from years ago who had always struggled with perfectionism. On the mug was a simple, yet poignant phrase: "Just keep writing." He reached for it and slowly began to type.

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