The weight of the world settled on Thomas's shoulders as he watched his roommate, Ben, bouncing with delight over the prospect of getting a ferret. Ben envisioned elaborate tunnels and enriching toys. Thomas, however, saw only responsibility, endless cleaning, and the constant fear of the creature escaping.

He sat at the kitchen table, listlessly pushing his food around his plate. The vibrant, bustling energy that usually invigorated him was completely gone. His body felt heavy, his limbs leaden. He couldn't even manage to make eye contact with Ben.

"They're supposed to be really playful," Ben said, oblivious to Thomas’s distress. "It'll be good for us!"

Thomas just managed a weak smile. The thought of 'good' seemed a distant, unreachable goal. The apartment felt like a cage, and the proposed pet, another bar on the door.

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