A bead of perspiration trickled down Maya's temple, tracing a path through the careful application of her makeup. The buffet line stretched before her, a river of forced cheer and strained conversations. She avoided eye contact, focusing on the silver chafing dishes. Her stomach churned. This was a nightmare.

Her father, usually stoic and reserved, clapped her on the back a little too heartily as he passed, a grin plastered on his face. He'd always been so proud of her, and she hated the thought of disappointing him. But giving a speech? In front of everyone?

She knew this was important to him. He'd worked hard his whole life. She just wished she could disappear. She pretended to study the salads, but her mind was racing, replaying the words she'd prepared, over and over, until they seemed meaningless.

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