The email sat in Amelia’s inbox, unread. She could practically feel it radiating a chilly dread. She’d made a cup of chamomile tea, hoping its usual soothing effect would wash over her, but her fingers kept drumming a frantic rhythm against the ceramic mug. Every few seconds she’d glance at the screen again, eyes darting from the subject line – “Important Announcement Regarding University Operations” – to the task list beside her. There was so much she *should* be doing, but her brain felt like a scrambled egg.

She reached for her phone, scrolling through social media, a pointless exercise in distraction. Her jaw was clenched, a dull ache throbbing in her temples. She knew, deep down, what the email probably contained. Whispers had been circulating for weeks.

A sudden, sharp ping from her phone startled her. It was a group text from her friends: "Have you seen the email?!" Amelia swallowed hard, a dry, scratchy sensation in her throat, and finally clicked the message open.

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