troubled - Story 155167 | Emotion Vectors in Gemma4-31B

The vibrant colors of the wedding decorations seemed to taunt her. She found herself backing away from a conversation, her smile feeling brittle. The noise, the laughter, everything just felt overwhelming. Sarah clutched her clutch tightly, her knuckles turning white. She felt a deep ache in her stomach, a feeling she recognized well.

She saw him across the room, by the cake. Andrew. He was smiling, laughing, looking relaxed and content. She felt a sudden wave of both rage and sadness wash over her. She turned abruptly and headed for the exit, not wanting to stay.

Emotion: troubled

Cluster: Fear / Anxiety

PC1 (Valence): -2.20 Negative

PC2 (Disposition): -0.81

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`😞`	0.343
`S`	0.317
`ness`	0.302
`😔`	0.294
`😢`	0.272

Suppressed:

`de`	-0.553
`la`	-0.511
`l`	-0.307
`/`	-0.260
`(!)`	-0.236