grief-stricken - Story 57038 | Emotion Vectors in Gemma4-31B

“How dare they,” Iris hissed, her voice barely a whisper. She was in a quiet little cafe. The biography, *Iris Bellwether: The Quiet Revolution*, lay open before her, the words a barbed wire fence around her heart.

She felt as if she had been exposed, stripped bare. Each phrase, each detail, felt like an accusation. She felt trapped, the cafe’s cheerful ambiance a stark contrast to the darkness that threatened to engulf her.

She pushed back her chair with a sudden, jerky movement. She needed to leave, to escape this… this violation. She felt a crushing weight bearing down on her. She had to get away.

Emotion: grief-stricken

Cluster: Sadness / Despair

PC1 (Valence): -2.10 Negative

PC2 (Disposition): -1.14

Role in Research

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

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grief-stricken vector is projected through the unembedding matrix.

Promoted:

`😞`	0.396
`泪`	0.338
`😢`	0.332
`haunting`	0.331
`😔`	0.325

Suppressed:

`de`	-0.434
`😎`	-0.330
`B`	-0.303
`🤓`	-0.285
`😎`	-0.276