grief-stricken - Story 57105 | Emotion Vectors in Gemma4-31B

The newcomer, Daniel, was a young man, barely out of college, full of energy and questions. Liam found himself unable to match the energy. The excitement that filled the air felt like a foreign concept.

He forced a smile, pushing the memories aside – the shared lunches, the late nights, the familiar scent of the aftershave. He gestured towards the computer, showing the new recruit the basics. His fingers fumbled with the mouse. Each click was a hollow echo of happier times.

He felt like a stranger in his own life. The office was the same, the work was the same, but everything felt profoundly, irrevocably different. He thought about leaving, and how, in this case, his departure would not solve anything.

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