afraid - Story 107 | Emotion Vectors in Gemma4-31B

The afternoon sun streamed through the window, illuminating the dust motes dancing in the air. For Laura, though, the room felt dark and oppressive. The new hire, Daniel, sat across from her, his face a mask of polite interest.

"Okay," Laura said, her voice barely audible. "Let's begin with the customer service protocols." She shuffled the papers on her desk, avoiding Daniel's gaze. Her hands felt clammy against the paper, and her heart felt like it was doing a drum solo.

Each explanation felt like a confession, revealing the secrets of her work to an outsider. The air in the room felt thick, heavy, as though closing in on her. Her eyes darted around, looking for an escape, any kind of escape.

Emotion: afraid

Cluster: Fear / Anxiety

PC1 (Valence): -2.76 Negative

PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`😣`	0.316
`마다`	0.314
`worse`	0.313
`😰`	0.303
`恐惧`	0.290

Suppressed:

`de`	-0.691
`la`	-0.562
`a`	-0.402
`"`	-0.316
`brag`	-0.293