The silence in the car was suffocating. Michael stared out the window, watching the rain streak down the glass, blurring the world into an indistinct watercolor. His father's attempt at conversation had fizzled out, met with monosyllabic responses and a stony silence. The air was thick with unspoken words, a tangible tension that stretched between them.

He replayed the coach's words in his mind, each syllable a fresh jab. He had failed, he was inadequate. He felt the familiar knot in his stomach tighten. The weight of disappointment settled on him. He just wanted to disappear.

The drive was endless. The houses whizzing by seemed to taunt him with their happy families, the cheerful lights that seemed to highlight his own misery. He finally got home, and went straight to his room.

Emotion: depressed

Cluster: Sadness / Despair
PC1 (Valence): -2.06 Negative
PC2 (Disposition): -1.08

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.417
每天0.353
无法0.330
own0.311
😔0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307