tense - Story 147494 | Emotion Vectors in Gemma4-31B

The lawyer’s office smelled of stale air and expensive cologne. Emily sat rigid in her chair, the leather cold against her back. The lawyer’s words echoed in her ears, each syllable a hammer blow to her resolve. She was certain her designs were original, then she discovered her invention had already been patented.

She crossed her arms, a futile attempt to ward off the chill that had settled deep within her bones. The lawyer continued speaking, detailing the legal hurdles, the potential costs.

She watched him, her eyes darting from his face to the diplomas on the wall. She felt a throbbing sensation behind her eyes. The dream she’d nurtured for so long had suddenly crumbled. She wanted to scream.

She pressed her lips together, trying to remain composed. "So... there's nothing I can do?" Her voice was barely a whisper. The lawyer's answer was not comforting.

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