"Well, that's just fantastic," muttered Chloe, her voice tight, the words barely escaping her lips. The grade stared back at her with a cruel indifference. Her vision blurred, and she blinked rapidly, fighting back tears. Her carefully constructed schedule of self-study and extracurricular activities suddenly felt like a house of cards.

She grabbed her phone, her fingers fumbling with the screen. She needed to tell someone, to scream, to vent, anything to release the pressure that had built up inside.

She stood abruptly, nearly knocking over her chair. The cafe around her now felt noisy and oppressive. She needed air. She needed to run. She turned and practically bolted out the door, the bell above the door chiming as if to mock her.

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