A bead of sweat trickled down Maya's temple. She surreptitiously dabbed at it with a napkin, hoping no one noticed. The string quartet’s rendition of “Here Comes the Bride” had just ended, and the reception was in full swing. Everything, from the meticulously arranged floral centerpieces to the tiny, personalized place cards, felt like a deliberate provocation.

She saw him then, a flash of familiar dark hair in the throng of guests. David. He was laughing, actually laughing, with someone she didn't recognize. Her jaw clenched. She felt a throbbing sensation behind her eyes.

"So," a voice said beside her. It was Emily, the bride. "Having fun?" Emily's effusive nature was usually a comfort, but right now it was grating. Maya mumbled something in response, but she couldn’t meet Emily's eye.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169