grief-stricken - Story 57127 | Emotion Vectors in Gemma4-31B

The airport's noise was a constant, grating assault on her already frayed nerves. Her daughter's graduation ceremony, a moment she had dreamed of for years, was slipping away. Her flight was delayed.

She watched the other passengers, a mix of relief and barely hidden annoyance. Each passing moment was a hammer blow against her already fragile composure.

She walked towards the restroom, seeking refuge from the relentless reality. The cold tile offered a small comfort to the heat building inside of her. She splashed cold water on her face, trying to compose herself, but the tears would not stop.

The ceremony was probably over now. All the joy she would have felt was replaced with an overwhelming sense of loss.

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