desperate - Story 27859 | Emotion Vectors in Gemma4-31B

The silence of the hospital room was suffocating. Mark's mother had drifted away, leaving behind a void he couldn't fill. He felt the weight of her absence pressing down on him. While packing up her things, he found a small, tattered notebook hidden in a drawer.

“Swim with dolphins.” “Learn to paint.” “Love unconditionally.” Her handwriting was shaky, filled with the warmth that had always defined her. He hadn't realized how many things she had left undone.

He felt the sting of regret. He should have known. He should have done more. He had a sudden urge to buy some paints.

Emotion: desperate

Cluster: Sadness / Despair

PC1 (Valence): -1.68 Negative

PC2 (Disposition): 0.20

Role in Research

This story is one of 1,000 stories generated for the emotion desperate. 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 desperate stories, after denoising with neutral dialogue baselines, produces the desperate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the desperate vector is projected through the unembedding matrix.

Promoted:

`desesper`	0.354
`desperate`	0.307
`desperately`	0.286
`desperation`	0.279
`それでも`	0.253

Suppressed:

`B`	-0.354
`☺️`	-0.268
`😎`	-0.261
`😎`	-0.257
`楽し`	-0.235