tense - Story 147359 | Emotion Vectors in Gemma4-31B

She pressed her lips into a thin line, her stomach clenching. She knew what to expect, but still, this was hard. She didn't want to be here.

A doll, its porcelain face cracked, lay in the middle of the floor. She quickly looked away. She felt a shiver.

A diary was open on a small table. She knew she shouldn’t look, but she could not seem to look away. She reached out a hesitant hand.

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