Maya chewed on her thumbnail, the chipped polish a pale reminder of a happier week. She’d been enjoying the late afternoon sun spilling into their dorm room, but the arrival of Sarah, her roommate, had cast a shadow over everything. The air felt heavy, suddenly, thick with unspoken things. She needed to know. Had Sarah read her journal?

She watched Sarah unpack a grocery bag, humming a jaunty tune, a stark contrast to the churning feeling in Maya's stomach. Sarah offered Maya a cookie, her smile wide and innocent. It felt like a trap. Maya took the cookie but didn't eat it, just held it, the sugary smell doing nothing to soothe her nerves.

"Everything alright?" Sarah asked, her voice light, airy. Maya's chest squeezed, and she felt a prickle of sweat start at the back of her neck. "Yeah, fine," she managed, her voice barely a whisper. She avoided Sarah’s eyes, focusing on the cookie, now crumbling slightly in her hand. This needed to be handled carefully.

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