desperate - Story 27017 | Emotion Vectors in Gemma4-31B

Her hands shook as she attempted to prepare the traditional Thanksgiving meal. The kitchen, once a place of comfort and connection, now felt like a battleground. Her daughter, Chloe, had declared her intention to embrace Judaism, a decision that felt like a betrayal of everything they had celebrated together. The aroma of roasting turkey usually calmed her, but today it only heightened her agitation. Tears streamed down her face, mixing with the sweat on her brow. The familiar recipes now felt like a painful reminder of a lost connection.

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