tense - Story 147926 | Emotion Vectors in Gemma4-31B

Inside the echoing auditorium, the air was thick with anticipation, or perhaps, dread. The speaker’s voice droned on, a rhythmic pulse that grated at the back of Ethan's neck. He kept fidgeting with his tie, the silk a constant reminder of the ceremony. He kept wanting to scream. His heart hammered in his chest.

A woman in the row behind him was sobbing silently, her body trembling. He turned, his curiosity overcoming his self-absorption.

She met his gaze, her cheeks tear-streaked. "It's… overwhelming, isn’t it?" she managed to stammer.

Ethan nodded slowly, realizing he wasn't alone.

"The… the thing," she continued, her voice breaking. "The thing that makes everything so… hard."

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