tense - Story 147425 | Emotion Vectors in Gemma4-31B

"Fifteen years? Already?" Maya said, her voice tight. The card sat on the table, a stark white intruder on her meticulously decorated coffee table.

She picked it up, her fingers tracing the embossed lettering. She considered RSVPing immediately, a quick and decisive action. But instead, she found herself staring out the window, her gaze fixed on the busy street below.

Her lower lip trembled slightly. She had built a life, a good life. But the reunion… It felt like a test, one she wasn't sure she was prepared to take. She glanced at the clock, then back at the invitation.

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:

`S`	0.213
`😰`	0.191
`느껴`	0.183
`😣`	0.183
`😖`	0.181

Suppressed:

`a`	-0.260
`de`	-0.258
`la`	-0.256
`happy`	-0.218
`B`	-0.198