Rain lashed against the windows, mirroring the tempest inside Amelia. The rhythmic drumming only amplified the incessant anxiety. Her mind raced, replaying snippets of conversations, searching for clues, for meaning. The mystery was consuming her. Her hands were ice cold, even though the thermostat was set on high.

The air in the living room felt thin, suffocating. She felt trapped, a prisoner in her own home. The phone calls, always discreet, always cloaked in secrecy, were the only reality. She felt detached, as if she were an outside observer watching her own life crumble.

When Michael emerged from the study, she couldn't meet his gaze. She busied herself with rearranging the cushions on the sofa, a frantic gesture of displacement. “Who was that?” she blurted out, her voice barely a whisper. He stiffened, the silence that followed deafening.

Emotion: overwhelmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -0.94

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.385
😫0.332
😖0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264