The first hour was a blur of frantic button pushing and fruitless phone calls. Then, as the reality sunk in, the world seemed to slow. Sarah sat down on the floor, legs drawn up to her chest, her arms wrapped tightly around them. The sterile air felt heavy.

“Anything?” Mark asked, his voice softer now. Sarah shook her head, her gaze fixed on the ceiling. She didn’t speak, didn’t move.

The silence was a thick, suffocating blanket. She could feel the tremors beginning, the small, internal earthquakes that always preceded the worst of it. The elevator felt like a tomb. She closed her eyes, bracing herself for the wave of despair.

Mark started talking about his weekend plans, about the concert he was going to. She wished he'd shut up. His happiness felt like an insult.

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